Pith. sign in

Paper Citation Record · LEDGER

On Fisher Consistency of Surrogate Losses for Optimal Dynamic Treatment Regimes with Multiple Categorical Treatments per Stage

As of 8 August 2026, this Paper Citation Record lists 100 of 133 outbound references and 0 inbound Pith citation observations for arXiv:2505.17285.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2505.17285 v1

Coverage vector

measured 100 of 133 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T15:08:34.978417Z

measured 100 of 100 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: cited_works

Reference resolution

100 of 133 outbound references displayed

  • verified exact2
  • verified fuzzy22
  • unresolved75
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 0dcb2af2-fe00-4ba9-adaf-fc464d83df09 · outbound

This paper cites HawkEye: Advancing Robust Regression with Bounded, Smooth, and Insensitive Loss Function.

On Fisher Consistency of Surrogate Losses for Optimal Dynamic Treatment Regimes with Multiple Categorical Treatments per Stage HawkEye: Advancing Robust Regression with Bounded, Smooth, and Insensitive Loss Function

Reference 1

Resolution
verified exact
local_arxiv, observed 2026-08-07T15:08:40.212928Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-07T15:08:23.214473Z digest=sha256:71ef04dab74842ead894d5d3aa617fef7f9218a73ebd93fc2c1bd3187fe75aab

Observation 75414670-74b0-4ef3-8f7f-2eab4b6b90f5 · outbound

This paper cites and Wager, S.

On Fisher Consistency of Surrogate Losses for Optimal Dynamic Treatment Regimes with Multiple Categorical Treatments per Stage and Wager, S

Reference 2

Resolution
unresolved
no resolver link, observed 2026-08-07T15:08:23.277139Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T15:08:23.277139Z digest=sha256:820123a61a423a5c697c7e698e7d481b2797f6fc2114a480394908b7cc4ee759

Observation 943d0eb7-32ba-4e2b-8cd9-8e61ed78d465 · outbound

This paper cites and Tsybakov, A.

On Fisher Consistency of Surrogate Losses for Optimal Dynamic Treatment Regimes with Multiple Categorical Treatments per Stage and Tsybakov, A

Reference 3

Resolution
unresolved
no resolver link, observed 2026-08-07T15:08:23.384252Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T15:08:23.384252Z digest=sha256:213b9fc3cb537a068984bd49a7f1e4216675d29b6532bf9eca1a118648edf780

Observation 60d137f0-cd21-4b58-bd2e-16de6ab985b2 · outbound

This paper cites L., Jordan, M.

On Fisher Consistency of Surrogate Losses for Optimal Dynamic Treatment Regimes with Multiple Categorical Treatments per Stage L., Jordan, M

Reference 4

Resolution
unresolved
no resolver link, observed 2026-08-07T15:08:23.505984Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T15:08:23.505984Z digest=sha256:86516b368896c83cefc9be4b49b55054ae7571d0a8799f09a3c9e889358127b2

Observation 32fae67a-e3f8-40fb-9f7b-48aadebc7e23 · outbound

This paper cites an unresolved cited work.

On Fisher Consistency of Surrogate Losses for Optimal Dynamic Treatment Regimes with Multiple Categorical Treatments per Stage Unresolved cited work

Reference 5

Resolution
unresolved
no resolver link, observed 2026-08-07T15:08:23.619816Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T15:08:23.619816Z digest=sha256:925d68fe3844e8d92c28506091c75ce7f7aed2d49a1ac6e29e6635a463430c50

Observation 649616c0-2a08-40ae-b525-269ce4e39793 · outbound

This paper cites and Kallus, N.

On Fisher Consistency of Surrogate Losses for Optimal Dynamic Treatment Regimes with Multiple Categorical Treatments per Stage and Kallus, N

Reference 6

Resolution
unresolved
no resolver link, observed 2026-08-07T15:08:23.756292Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T15:08:23.756292Z digest=sha256:ae19faf27487f699d17c1177a4b6b0a69f36049e94a5e22042fce90695195a9c

Observation 25c6334a-49c7-4c4b-81eb-2231b471380f · outbound

This paper cites an unresolved cited work.

On Fisher Consistency of Surrogate Losses for Optimal Dynamic Treatment Regimes with Multiple Categorical Treatments per Stage Unresolved cited work

Reference 7

Resolution
unresolved
no resolver link, observed 2026-08-07T15:08:23.879552Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T15:08:23.879552Z digest=sha256:ef2db1184fd85a0e843f3b9e03158bc3b3dae0a3f22a16845421ed2184eb6449

Observation 0be30d21-e201-492c-a314-d598de85774a · outbound

This paper cites an unresolved cited work.

On Fisher Consistency of Surrogate Losses for Optimal Dynamic Treatment Regimes with Multiple Categorical Treatments per Stage Unresolved cited work

Reference 8

Resolution
unresolved
no resolver link, observed 2026-08-07T15:08:24.009222Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T15:08:24.009222Z digest=sha256:7a11186e6a45290658578e6525b6041f8fee1a37b4cdfdc300d0ad9a05b30891

Observation 3d2ed62f-b0be-419f-9fc7-82b706ca0f13 · outbound

This paper cites E., and Nocedal, J.

On Fisher Consistency of Surrogate Losses for Optimal Dynamic Treatment Regimes with Multiple Categorical Treatments per Stage E., and Nocedal, J

Reference 9

Resolution
unresolved
no resolver link, observed 2026-08-07T15:08:24.124430Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T15:08:24.124430Z digest=sha256:e4a39bed173d0f9e135aafc354462fe39535d9d8bef15e1511f2228c5675d7af

Observation 51fd07a1-46e0-4247-8d34-239b27087ef4 · outbound

This paper cites and Vandenberghe, L.

On Fisher Consistency of Surrogate Losses for Optimal Dynamic Treatment Regimes with Multiple Categorical Treatments per Stage and Vandenberghe, L

Reference 10

Resolution
unresolved
no resolver link, observed 2026-08-07T15:08:24.278690Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T15:08:24.278690Z digest=sha256:425e9f229fd24ae53a8510a6d81c4636c8b1bdd3769f71b1045dff7e2b4532bb

Observation a2b9736f-852f-4aa8-97a0-ff2a5cbac09d · outbound

This paper cites an unresolved cited work.

On Fisher Consistency of Surrogate Losses for Optimal Dynamic Treatment Regimes with Multiple Categorical Treatments per Stage Unresolved cited work

Reference 11

Resolution
unresolved
no resolver link, observed 2026-08-07T15:08:24.393252Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T15:08:24.393252Z digest=sha256:e5b8c87414d91f5d178640d1308e73beb016d3a7527cd7058e12896c431d2489

Observation 6d33de8d-9c29-4a34-838c-2d13338c166b · outbound

This paper cites and Moodie, E.

On Fisher Consistency of Surrogate Losses for Optimal Dynamic Treatment Regimes with Multiple Categorical Treatments per Stage and Moodie, E

Reference 12

Resolution
unresolved
no resolver link, observed 2026-08-07T15:08:24.483911Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T15:08:24.483911Z digest=sha256:4acc25bd86c7c209ad25e412964eacc7586efa3637fcb73c22fdf9a53ee33867

Observation 49827f65-9c10-4e90-8169-8dbf9d32c181 · outbound

This paper cites an unresolved cited work.

On Fisher Consistency of Surrogate Losses for Optimal Dynamic Treatment Regimes with Multiple Categorical Treatments per Stage Unresolved cited work

Reference 13

Resolution
unresolved
no resolver link, observed 2026-08-07T15:08:24.583859Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T15:08:24.583859Z digest=sha256:479239e07c72d20836c090229a7f1eddbb159eda58e209f9ae7c11fad868704d

Observation c3fc5b8e-e724-48ec-8643-e64f42ebc406 · outbound

This paper cites an unresolved cited work.

On Fisher Consistency of Surrogate Losses for Optimal Dynamic Treatment Regimes with Multiple Categorical Treatments per Stage Unresolved cited work

Reference 14

Resolution
unresolved
no resolver link, observed 2026-08-07T15:08:24.699788Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T15:08:24.699788Z digest=sha256:b5d3361b6f26f26e586b243685447437bae09604ae8161edff41db217d3f172b

Observation 426307f8-d6be-4ba0-98eb-c87433afc4af · outbound

This paper cites an unresolved cited work.

On Fisher Consistency of Surrogate Losses for Optimal Dynamic Treatment Regimes with Multiple Categorical Treatments per Stage Unresolved cited work

Reference 15

Resolution
unresolved
no resolver link, observed 2026-08-07T15:08:24.803945Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T15:08:24.803945Z digest=sha256:879e3626918ffb47728ccfba0bfa8b8ba1adee3d9cc7ce008dd2118d7043d482

Observation d22a84e2-178e-4546-a985-13872ea21447 · outbound

This paper cites R., and Liu, Y.

On Fisher Consistency of Surrogate Losses for Optimal Dynamic Treatment Regimes with Multiple Categorical Treatments per Stage R., and Liu, Y

Reference 16

Resolution
unresolved
no resolver link, observed 2026-08-07T15:08:24.938940Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T15:08:24.938940Z digest=sha256:76a44440c3e4e5e7ae9188701f0b43eb7a711b16ce97a39d1ad443ec3aff9a81

Observation 8e24a2d1-3981-42cb-a98b-e7486d3014a4 · outbound

This paper cites an unresolved cited work.

On Fisher Consistency of Surrogate Losses for Optimal Dynamic Treatment Regimes with Multiple Categorical Treatments per Stage Unresolved cited work

Reference 17

Resolution
unresolved
no resolver link, observed 2026-08-07T15:08:25.046050Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T15:08:25.046050Z digest=sha256:df052e2e5fdb117861cf0fbd71a09ace911ac17284bf7691bfc2ee020e1e553e

Observation b0e57250-9b6b-47b9-8595-6304a8e061b0 · outbound

This paper cites N., Pascanu, R., Gulcehre, C., Cho, K., Ganguli, S., and Bengio, Y.

On Fisher Consistency of Surrogate Losses for Optimal Dynamic Treatment Regimes with Multiple Categorical Treatments per Stage N., Pascanu, R., Gulcehre, C., Cho, K., Ganguli, S., and Bengio, Y

Reference 18

Resolution
unresolved
no resolver link, observed 2026-08-07T15:08:25.145581Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T15:08:25.145581Z digest=sha256:da5decd156dc99a1df30a326d866f981dfe4d11593c21ac7d6c6a3d4817f5383

Observation 18d3ecb8-04a4-45c2-b7a7-b73a17a786e6 · outbound

This paper cites Reinforcement Learning in Modern Biostatistics: Constructing Optimal Adaptive Interventions.

On Fisher Consistency of Surrogate Losses for Optimal Dynamic Treatment Regimes with Multiple Categorical Treatments per Stage Reinforcement Learning in Modern Biostatistics: Constructing Optimal Adaptive Interventions

Reference 19

Resolution
metadata mismatch
local_arxiv, observed 2026-08-07T15:08:40.008750Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-07T15:08:25.216747Z digest=sha256:3630e4fa0580f412a0d65a4c84459fe81aecbe5f9bb7e8f9237465aafbf4be95

Observation d505a68e-2be3-4d97-814c-fadb71d83575 · outbound

This paper cites N., Dao, C.

On Fisher Consistency of Surrogate Losses for Optimal Dynamic Treatment Regimes with Multiple Categorical Treatments per Stage N., Dao, C

Reference 20

Resolution
unresolved
no resolver link, observed 2026-08-07T15:08:25.280350Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T15:08:25.280350Z digest=sha256:7c8829ceccdf79538a625bb452022420a55a9ce805cb0ffb065ac0325e76cc8c

Observation e8073855-cfb1-4e19-af92-24c027d1d62c · outbound

This paper cites an unresolved cited work.

On Fisher Consistency of Surrogate Losses for Optimal Dynamic Treatment Regimes with Multiple Categorical Treatments per Stage Unresolved cited work

Reference 21

Resolution
unresolved
no resolver link, observed 2026-08-07T15:08:25.394863Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T15:08:25.394863Z digest=sha256:d73df0f5665b1853e3d009283e917f45251878bd660150ed4f167bf2ec42c3f1

Observation dd7ddc36-0047-4df3-9232-d2a9d7d01ec6 · outbound

This paper cites an unresolved cited work.

On Fisher Consistency of Surrogate Losses for Optimal Dynamic Treatment Regimes with Multiple Categorical Treatments per Stage Unresolved cited work

Reference 22

Resolution
unresolved
no resolver link, observed 2026-08-07T15:08:25.517841Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T15:08:25.517841Z digest=sha256:9bf742947717f617221d8064ce53809afb2914980a73315832c71e9992836267

Observation e99d8dc8-08e9-4ece-b79d-1f8ceeaaa168 · outbound

This paper cites C., Mackey, L.

On Fisher Consistency of Surrogate Losses for Optimal Dynamic Treatment Regimes with Multiple Categorical Treatments per Stage C., Mackey, L

Reference 23

Resolution
unresolved
no resolver link, observed 2026-08-07T15:08:25.719781Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T15:08:25.719781Z digest=sha256:34f4b683ae06579316cab83b49a7e16e5addc68fec20535c692941e586a51cbb

Observation d1d75210-de22-42fe-af93-a3e7be79f2cd · outbound

This paper cites E., and Telgarsky, M.

On Fisher Consistency of Surrogate Losses for Optimal Dynamic Treatment Regimes with Multiple Categorical Treatments per Stage E., and Telgarsky, M

Reference 24

Resolution
verified exact
raw_fallback, observed 2026-08-07T15:08:39.724292Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-07T15:08:25.820903Z digest=sha256:d4028e4c056baa212881e8b1dcfb015459de07798cc1ac342e2f86739f6d8032

Observation 17ca105c-1c15-4413-a0d8-b2291a0302e8 · outbound

This paper cites an unresolved cited work.

On Fisher Consistency of Surrogate Losses for Optimal Dynamic Treatment Regimes with Multiple Categorical Treatments per Stage Unresolved cited work

Reference 25

Resolution
unresolved
no resolver link, observed 2026-08-07T15:08:25.933642Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T15:08:25.933642Z digest=sha256:be048012cb5e8cd5b0a28d3fac12d15f263903ccbd1e551554327c8e38a22535

Observation b5cd00ec-dae9-41f1-ade9-2038f6ad6b09 · outbound

This paper cites an unresolved cited work.

On Fisher Consistency of Surrogate Losses for Optimal Dynamic Treatment Regimes with Multiple Categorical Treatments per Stage Unresolved cited work

Reference 26

Resolution
unresolved
no resolver link, observed 2026-08-07T15:08:26.051754Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T15:08:26.051754Z digest=sha256:e10db005c130cf5fc27d379b4b9f228dc4d7350b01d4775f769f4905c236258c

Observation 34c2c6a1-c1be-4322-b1e2-e699b11a2f13 · outbound

This paper cites an unresolved cited work.

On Fisher Consistency of Surrogate Losses for Optimal Dynamic Treatment Regimes with Multiple Categorical Treatments per Stage Unresolved cited work

Reference 27

Resolution
unresolved
no resolver link, observed 2026-08-07T15:08:26.183518Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T15:08:26.183518Z digest=sha256:6c31130a761178ea056395e14d3c79dad1bfeeb8abb1dbf2cf8663e7e8d9ef99

Observation 15310690-ea7d-40db-9368-1e1bb64fdaf3 · outbound

This paper cites and Zhou, Z.-H.

On Fisher Consistency of Surrogate Losses for Optimal Dynamic Treatment Regimes with Multiple Categorical Treatments per Stage and Zhou, Z.-H

Reference 28

Resolution
unresolved
no resolver link, observed 2026-08-07T15:08:26.333595Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T15:08:26.333595Z digest=sha256:05e401db1ecf521b6db366391567a0b584dbfe69c681a512b009642334da8e7d

Observation 4d170bae-ca97-41e0-8837-ac5c2ab73922 · outbound

This paper cites and Nickl, R.

On Fisher Consistency of Surrogate Losses for Optimal Dynamic Treatment Regimes with Multiple Categorical Treatments per Stage and Nickl, R

Reference 29

Resolution
unresolved
no resolver link, observed 2026-08-07T15:08:26.489129Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T15:08:26.489129Z digest=sha256:a248a0de97217cad3646115fac06a566866a56ed6498da8c158cff2b524e5673

Observation ebbb895c-178c-4448-880c-4a163834bdf2 · outbound

This paper cites an unresolved cited work.

On Fisher Consistency of Surrogate Losses for Optimal Dynamic Treatment Regimes with Multiple Categorical Treatments per Stage Unresolved cited work

Reference 30

Resolution
unresolved
no resolver link, observed 2026-08-07T15:08:26.600077Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T15:08:26.600077Z digest=sha256:f769e0e4b0cc306bfde7409ab1cd98ab27ada7e9a6c10eb6015338a73eabda66

Observation 592f9385-8900-451a-ab2c-558283f82890 · outbound

This paper cites and Bengio, Y.

On Fisher Consistency of Surrogate Losses for Optimal Dynamic Treatment Regimes with Multiple Categorical Treatments per Stage and Bengio, Y

Reference 31

Resolution
unresolved
no resolver link, observed 2026-08-07T15:08:26.694052Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T15:08:26.694052Z digest=sha256:c80e4fe6eaf03b139e4ae45266c4260786a3c07bd13ae8f4c58597e6c51036b9

Observation bf0196ff-2ab0-48ca-9783-80450122c6a6 · outbound

This paper cites an unresolved cited work.

On Fisher Consistency of Surrogate Losses for Optimal Dynamic Treatment Regimes with Multiple Categorical Treatments per Stage Unresolved cited work

Reference 32

Resolution
unresolved
no resolver link, observed 2026-08-07T15:08:26.821288Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T15:08:26.821288Z digest=sha256:47ca08a5339cd70455e3de21ff89cf822033ae21524060ff226c9d303d3948b5

Observation 7280d32b-1fb8-4b38-b567-0c2e3771fd8f · outbound

This paper cites A., and Davidian, M.

On Fisher Consistency of Surrogate Losses for Optimal Dynamic Treatment Regimes with Multiple Categorical Treatments per Stage A., and Davidian, M

Reference 33

Resolution
unresolved
no resolver link, observed 2026-08-07T15:08:26.948727Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T15:08:26.948727Z digest=sha256:a57af8b7b9b1ee638fdcfc1844b0f80aeb54324fe18dffa847c6e69ad0b91316

Observation 2a5c599e-cfc6-4656-b8c2-2da3fe954e00 · outbound

This paper cites an unresolved cited work.

On Fisher Consistency of Surrogate Losses for Optimal Dynamic Treatment Regimes with Multiple Categorical Treatments per Stage Unresolved cited work

Reference 34

Resolution
unresolved
no resolver link, observed 2026-08-07T15:08:27.085662Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T15:08:27.085662Z digest=sha256:748489260d7f0722d2165d84f4168d373bac11387be1cf47320d6c030c90b1b7

Observation 6b9aa495-bfe9-4e6b-ad06-9bacd9453e98 · outbound

This paper cites an unresolved cited work.

On Fisher Consistency of Surrogate Losses for Optimal Dynamic Treatment Regimes with Multiple Categorical Treatments per Stage Unresolved cited work

Reference 35

Resolution
unresolved
no resolver link, observed 2026-08-07T15:08:27.243351Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T15:08:27.243351Z digest=sha256:4f45ff8c3b315c5f5da73b05f611cfb51c386725c99c13e2d228906165d68fcd

Observation 0d711945-61f4-4944-b80a-dd2d380a93d2 · outbound

This paper cites W., and Ridder, G.

On Fisher Consistency of Surrogate Losses for Optimal Dynamic Treatment Regimes with Multiple Categorical Treatments per Stage W., and Ridder, G

Reference 36

Resolution
unresolved
no resolver link, observed 2026-08-07T15:08:27.387938Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T15:08:27.387938Z digest=sha256:2d23325bf6bcdf763f1a93975866db89b639ed0b20d1a50c01fb5e6a725e70e3

Observation 7b2b4867-939e-4de7-8449-4b08837b2339 · outbound

This paper cites and Lemar \'e chal, C.

On Fisher Consistency of Surrogate Losses for Optimal Dynamic Treatment Regimes with Multiple Categorical Treatments per Stage and Lemar \'e chal, C

Reference 37

Resolution
unresolved
no resolver link, observed 2026-08-07T15:08:27.473307Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T15:08:27.473307Z digest=sha256:223e1f3c1bf5b7d130139ae0cfa7eb20084331c975c4891002fa87ac39f5698c

Observation 8653c02a-432d-4465-8a73-ef449a6f4d5d · outbound

This paper cites an unresolved cited work.

On Fisher Consistency of Surrogate Losses for Optimal Dynamic Treatment Regimes with Multiple Categorical Treatments per Stage Unresolved cited work

Reference 38

Resolution
unresolved
no resolver link, observed 2026-08-07T15:08:27.575120Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T15:08:27.575120Z digest=sha256:30e61c18af16893ada2a56069f94207bad2980ef5a1673bf5d860af94cb49539

Observation 83b99895-aa12-4afa-ad6c-1bac13bafba4 · outbound

This paper cites an unresolved cited work.

On Fisher Consistency of Surrogate Losses for Optimal Dynamic Treatment Regimes with Multiple Categorical Treatments per Stage Unresolved cited work

Reference 39

Resolution
unresolved
no resolver link, observed 2026-08-07T15:08:27.721107Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T15:08:27.721107Z digest=sha256:02afb6af1e4560e7b53e6639ca8400ad0162b0b1c415ef4524793ededc05bc15

Observation 6fae7a76-efb8-4ca9-a288-144aa5c700a0 · outbound

This paper cites an unresolved cited work.

On Fisher Consistency of Surrogate Losses for Optimal Dynamic Treatment Regimes with Multiple Categorical Treatments per Stage Unresolved cited work

Reference 40

Resolution
unresolved
no resolver link, observed 2026-08-07T15:08:27.824205Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T15:08:27.824205Z digest=sha256:f65d02760e817597c627497f789e0d363d5e4daad96ad0dd741933f4ba46edb6

Observation 46985bce-9c00-4bd6-9e13-ce150c5b8d64 · outbound

This paper cites an unresolved cited work.

On Fisher Consistency of Surrogate Losses for Optimal Dynamic Treatment Regimes with Multiple Categorical Treatments per Stage Unresolved cited work

Reference 41

Resolution
unresolved
no resolver link, observed 2026-08-07T15:08:27.928429Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T15:08:27.928429Z digest=sha256:e161d7968ec577e0038806fe4caf0bf629168212453ef1bd8bb56a8eaa8cc6dd

Observation 27de2cca-6bd1-4241-9aff-8c5044fb17fc · outbound

This paper cites and Li, L.

On Fisher Consistency of Surrogate Losses for Optimal Dynamic Treatment Regimes with Multiple Categorical Treatments per Stage and Li, L

Reference 42

Resolution
unresolved
no resolver link, observed 2026-08-07T15:08:28.057659Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T15:08:28.057659Z digest=sha256:b1de35ee6779a7b1db333df475d023175c9ee67e8bba863ed7aed68361ed6a5c

Observation a3aadd16-b371-4f72-931b-cd85d15faa68 · outbound

This paper cites an unresolved cited work.

On Fisher Consistency of Surrogate Losses for Optimal Dynamic Treatment Regimes with Multiple Categorical Treatments per Stage Unresolved cited work

Reference 43

Resolution
unresolved
no resolver link, observed 2026-08-07T15:08:28.167246Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T15:08:28.167246Z digest=sha256:cd1377b3759b9d0847c09c417971a6d83f32d3c4f32102e5431f0caf34924a34

Observation 2ea53954-a653-4a66-9e50-e5096f544002 · outbound

This paper cites and Pollard, T.

On Fisher Consistency of Surrogate Losses for Optimal Dynamic Treatment Regimes with Multiple Categorical Treatments per Stage and Pollard, T

Reference 44

Resolution
unresolved
no resolver link, observed 2026-08-07T15:08:28.287996Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T15:08:28.287996Z digest=sha256:c22449eab96fa3972e2f0553716a0d7d5aee67dd8d64e8c1f659e83b6b560d4c

Observation a1803a7c-bb32-4b92-ab84-2f9197e18885 · outbound

This paper cites an unresolved cited work.

On Fisher Consistency of Surrogate Losses for Optimal Dynamic Treatment Regimes with Multiple Categorical Treatments per Stage Unresolved cited work

Reference 45

Resolution
unresolved
no resolver link, observed 2026-08-07T15:08:28.391379Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T15:08:28.391379Z digest=sha256:083b96214cf8a40e39529e76a7a06a5e5a8b6ec1fd19ad50b1b9887701932499

Observation 2384fdaf-a338-4325-9387-b4e84375d36a · outbound

This paper cites E., Aboab, J., Raffa, J.

On Fisher Consistency of Surrogate Losses for Optimal Dynamic Treatment Regimes with Multiple Categorical Treatments per Stage E., Aboab, J., Raffa, J

Reference 46

Resolution
unresolved
no resolver link, observed 2026-08-07T15:08:28.547906Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T15:08:28.547906Z digest=sha256:fbad4a2736237211efe0b7b5f09ecd43369b85566241d5ef3f8484ce557c24cb

Observation 0b9e0b09-4767-4ef6-b368-96a57f41f53f · outbound

This paper cites and Uehara, M.

On Fisher Consistency of Surrogate Losses for Optimal Dynamic Treatment Regimes with Multiple Categorical Treatments per Stage and Uehara, M

Reference 47

Resolution
unresolved
no resolver link, observed 2026-08-07T15:08:28.691088Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T15:08:28.691088Z digest=sha256:15d31edfd14705b94a004f3f9a538545d253b4247b8389a68f79227423d160b1

Observation 2e55f8eb-a050-4f06-8eef-451ee93e918d · outbound

This paper cites Adam: A Method for Stochastic Optimization.

On Fisher Consistency of Surrogate Losses for Optimal Dynamic Treatment Regimes with Multiple Categorical Treatments per Stage Adam: A Method for Stochastic Optimization

Reference 48

Resolution
unresolved
no resolver link, observed 2026-08-07T15:08:28.791186Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T15:08:28.791186Z digest=sha256:47a358a029aecb9f81bee912af552def2e3652576b0729cae8c7b2891de3a9eb

Observation 2565e795-4917-4e81-96dd-7989217d6719 · outbound

This paper cites an unresolved cited work.

On Fisher Consistency of Surrogate Losses for Optimal Dynamic Treatment Regimes with Multiple Categorical Treatments per Stage Unresolved cited work

Reference 49

Resolution
unresolved
no resolver link, observed 2026-08-07T15:08:28.897111Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T15:08:28.897111Z digest=sha256:3272b030c12623777c9681aba900f966dfdffffefad3f15b8dac3e813ec1a9f3

Observation 9a5a13cb-9d22-4248-9043-a9660790b026 · outbound

This paper cites an unresolved cited work.

On Fisher Consistency of Surrogate Losses for Optimal Dynamic Treatment Regimes with Multiple Categorical Treatments per Stage Unresolved cited work

Reference 50

Resolution
unresolved
no resolver link, observed 2026-08-07T15:08:29.021676Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T15:08:29.021676Z digest=sha256:1702f305fd869e9ff6bceb771f962424e7d24dcdfb6a057cb4e6ecc22e75d9ab

Observation 97351aca-f069-4e5f-b991-95781bf4edb8 · outbound

This paper cites an unresolved cited work.

On Fisher Consistency of Surrogate Losses for Optimal Dynamic Treatment Regimes with Multiple Categorical Treatments per Stage Unresolved cited work

Reference 51

Resolution
unresolved
no resolver link, observed 2026-08-07T15:08:29.120792Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T15:08:29.120792Z digest=sha256:9b7ceba42d8d85fb9ced18162893b9ab4b5db88fecab76abf3ac175e44aa6007

Observation 555b1beb-74e6-43a4-935d-2a35116a44e8 · outbound

This paper cites B., Lizotte, D.

On Fisher Consistency of Surrogate Losses for Optimal Dynamic Treatment Regimes with Multiple Categorical Treatments per Stage B., Lizotte, D

Reference 52

Resolution
unresolved
no resolver link, observed 2026-08-07T15:08:29.276660Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T15:08:29.276660Z digest=sha256:3cd49ab9a31ffcbc3a47a97afd291eb7f67c222053a45f109c460dda2edfe792

Observation 8ee1f0bd-30b1-4f2f-8ed3-fa337cfdd524 · outbound

This paper cites an unresolved cited work.

On Fisher Consistency of Surrogate Losses for Optimal Dynamic Treatment Regimes with Multiple Categorical Treatments per Stage Unresolved cited work

Reference 53

Resolution
unresolved
no resolver link, observed 2026-08-07T15:08:29.410628Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T15:08:29.410628Z digest=sha256:9c96de23d411c6537f0c307dab36516f17a3d858e554c3915b4611c4cdbd90e7

Observation dcb18299-dd7e-474e-8e59-23a906df6167 · outbound

This paper cites an unresolved cited work.

On Fisher Consistency of Surrogate Losses for Optimal Dynamic Treatment Regimes with Multiple Categorical Treatments per Stage Unresolved cited work

Reference 54

Resolution
unresolved
no resolver link, observed 2026-08-07T15:08:29.534751Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T15:08:29.534751Z digest=sha256:9fcfb8d7ff740e6fa99672e11b8e7474d99227855ae0eb0cdfb767d5567a72f6

Observation b987e642-a268-4727-8456-87c5bdc04adb · outbound

This paper cites an unresolved cited work.

On Fisher Consistency of Surrogate Losses for Optimal Dynamic Treatment Regimes with Multiple Categorical Treatments per Stage Unresolved cited work

Reference 55

Resolution
unresolved
no resolver link, observed 2026-08-07T15:08:29.657010Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T15:08:29.657010Z digest=sha256:5319e25db3eb74d84925d3855eb365cc91af57530610fe7c7a46ce6a14939704

Observation b9fcae1f-7ebe-44c8-adfd-292a3609b7ff · outbound

This paper cites M., and De Backer, D.

On Fisher Consistency of Surrogate Losses for Optimal Dynamic Treatment Regimes with Multiple Categorical Treatments per Stage M., and De Backer, D

Reference 56

Resolution
unresolved
no resolver link, observed 2026-08-07T15:08:29.761734Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T15:08:29.761734Z digest=sha256:1b741c6e25287a64d7bca4b3da6072b174708cb43d240ba8dd37ca72ae5799ce

Observation de7f2b31-0924-4248-b1ef-865d7585be41 · outbound

This paper cites an unresolved cited work.

On Fisher Consistency of Surrogate Losses for Optimal Dynamic Treatment Regimes with Multiple Categorical Treatments per Stage Unresolved cited work

Reference 57

Resolution
unresolved
no resolver link, observed 2026-08-07T15:08:29.907049Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T15:08:29.907049Z digest=sha256:447a27d24f88df229f46e5390efad39659827a7599f321c16328a6875f8bbe5b

Observation 0821ca98-7cf8-4f41-8f46-02a7eb14f672 · outbound

This paper cites an unresolved cited work.

On Fisher Consistency of Surrogate Losses for Optimal Dynamic Treatment Regimes with Multiple Categorical Treatments per Stage Unresolved cited work

Reference 58

Resolution
unresolved
raw_fallback, observed 2026-08-07T15:08:58.337093Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-07T15:08:30.066039Z digest=sha256:ada2308d1aff43fb49e9b1ac01982efe21520466e674c510071584809fc9945d

Observation afd37b1b-4099-4c73-8172-9926b0e88a29 · outbound

This paper cites an unresolved cited work.

On Fisher Consistency of Surrogate Losses for Optimal Dynamic Treatment Regimes with Multiple Categorical Treatments per Stage Unresolved cited work

Reference 59

Resolution
unresolved
raw_fallback, observed 2026-08-07T15:08:58.183058Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-07T15:08:30.226397Z digest=sha256:633b8dfb58990b42f675206a3e2b273d2d38c1ed8fddd34ae9a12c04d1b311d9

Observation 56b8ac00-e083-4e87-a704-30ad3d5381ed · outbound

This paper cites an unresolved cited work.

On Fisher Consistency of Surrogate Losses for Optimal Dynamic Treatment Regimes with Multiple Categorical Treatments per Stage Unresolved cited work

Reference 60

Resolution
unresolved
raw_fallback, observed 2026-08-07T15:08:57.859264Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-07T15:08:30.329925Z digest=sha256:7e7fe742c3fe31a202d0cb8869998d4764e0541304372426421986baf96bce68

Observation 0fa3fbdd-9872-4043-8512-bcc55df83038 · outbound

This paper cites an unresolved cited work.

On Fisher Consistency of Surrogate Losses for Optimal Dynamic Treatment Regimes with Multiple Categorical Treatments per Stage Unresolved cited work

Reference 61

Resolution
unresolved
raw_fallback, observed 2026-08-07T15:08:57.597222Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-07T15:08:30.485840Z digest=sha256:9fbca039538cf0c88cbce4ea9bb8a92ccee17b88e73c4b3fff10a7e74c97cb8c

Observation 39d4c3dd-5711-484e-8b1b-d9205bbdc6ba · outbound

This paper cites and Shen, X.

On Fisher Consistency of Surrogate Losses for Optimal Dynamic Treatment Regimes with Multiple Categorical Treatments per Stage and Shen, X

Reference 62

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:08:57.315959Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-07T15:08:30.580710Z digest=sha256:2cf31b000da27bf3b197ee9429ba39c50089fa01713f7196a32bd80065259082

Observation 9a0fca7c-19fe-4de2-88af-3a227e4be45a · outbound

This paper cites R., Zhao, Y., and Zeng, D.

On Fisher Consistency of Surrogate Losses for Optimal Dynamic Treatment Regimes with Multiple Categorical Treatments per Stage R., Zhao, Y., and Zeng, D

Reference 63

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:08:57.011147Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-07T15:08:30.642081Z digest=sha256:33007b8a1caac3f8c68dc5a08a4c2218537f5e24e04f72c4b38631e166e7f0f0

Observation 38916ac8-a8c5-472b-81df-497d93823647 · outbound

This paper cites an unresolved cited work.

On Fisher Consistency of Surrogate Losses for Optimal Dynamic Treatment Regimes with Multiple Categorical Treatments per Stage Unresolved cited work

Reference 64

Resolution
unresolved
raw_fallback, observed 2026-08-07T15:08:56.768536Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-07T15:08:30.734500Z digest=sha256:2060437377a95157ca4e4b78484652fd6f8ce0d14a93cb38177444e9cd03629a

Observation 50ec8c67-98a5-400f-b922-86794d79b4cc · outbound

This paper cites an unresolved cited work.

On Fisher Consistency of Surrogate Losses for Optimal Dynamic Treatment Regimes with Multiple Categorical Treatments per Stage Unresolved cited work

Reference 65

Resolution
unresolved
raw_fallback, observed 2026-08-07T15:08:56.529702Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-07T15:08:30.882627Z digest=sha256:856a3f633b147bcbadd1565618ce97cae821c8d390c8864da8077f8513e39989

Observation 3dcb3e6e-31db-4ceb-b5b6-db69a479a151 · outbound

This paper cites and Vasconcelos, N.

On Fisher Consistency of Surrogate Losses for Optimal Dynamic Treatment Regimes with Multiple Categorical Treatments per Stage and Vasconcelos, N

Reference 66

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:08:56.208836Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-07T15:08:30.996924Z digest=sha256:28a05bb6029e75ccaeb9c94c2f187678054fb9412fb7e79cbf0f90f782f2b556

Observation 7f7e95f5-57fb-48f5-b9cb-0b6d771a1d13 · outbound

This paper cites an unresolved cited work.

On Fisher Consistency of Surrogate Losses for Optimal Dynamic Treatment Regimes with Multiple Categorical Treatments per Stage Unresolved cited work

Reference 67

Resolution
unresolved
raw_fallback, observed 2026-08-07T15:08:55.959948Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-07T15:08:31.121218Z digest=sha256:4e09aea3d7441d0e5b5ed6fe6830c8b65b2f51f4a3d9457e4f2c34fe0c02538b

Observation 68b843e2-d01c-4367-8004-f03b0bd6ea22 · outbound

This paper cites E., Richardson, T.

On Fisher Consistency of Surrogate Losses for Optimal Dynamic Treatment Regimes with Multiple Categorical Treatments per Stage E., Richardson, T

Reference 68

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:08:55.613965Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-07T15:08:31.263871Z digest=sha256:11df4f64fd7fa6dd3d25b37c6851dc1a2bbac00d2a0d6d8472dfc7189ac06d23

Observation 9202bcb8-673d-4ea4-853b-4720d29dbd10 · outbound

This paper cites E., Dean, N., and Sun, Y.

On Fisher Consistency of Surrogate Losses for Optimal Dynamic Treatment Regimes with Multiple Categorical Treatments per Stage E., Dean, N., and Sun, Y

Reference 69

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:08:55.264392Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-07T15:08:31.427714Z digest=sha256:fd8f179454731cf18016105258ef87bdb94029b079eb53839d10c3b974203f4b

Observation 9ddf13a3-0ea3-4e65-ac15-8ad09a75f096 · outbound

This paper cites an unresolved cited work.

On Fisher Consistency of Surrogate Losses for Optimal Dynamic Treatment Regimes with Multiple Categorical Treatments per Stage Unresolved cited work

Reference 70

Resolution
unresolved
raw_fallback, observed 2026-08-07T15:08:54.938989Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-07T15:08:31.551497Z digest=sha256:47dc09a097359de7ed706ad589d771af4f62f8d001f9f4e16066d415d8fde5a0

Observation 90f494bc-7a32-4f51-b5eb-4f8c2372a278 · outbound

This paper cites an unresolved cited work.

On Fisher Consistency of Surrogate Losses for Optimal Dynamic Treatment Regimes with Multiple Categorical Treatments per Stage Unresolved cited work

Reference 71

Resolution
unresolved
raw_fallback, observed 2026-08-07T15:08:54.700172Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-07T15:08:31.646469Z digest=sha256:d8c139a3c0b4fed2c9c0663211ff2998327c0127cd0f1e7a61fd71d5b83f76de

Observation 55ddd1f6-15a1-4460-852b-39dafaea4737 · outbound

This paper cites A., van der Laan, M.

On Fisher Consistency of Surrogate Losses for Optimal Dynamic Treatment Regimes with Multiple Categorical Treatments per Stage A., van der Laan, M

Reference 72

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:08:54.381969Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-07T15:08:31.774177Z digest=sha256:b66b5ad01229bb662d69a9bb99925c6147b2a1978fb8309aae2b62fbbb6d69b0

Observation b9175ede-a349-48f9-9291-a067c4b1f3a4 · outbound

This paper cites A., van der Laan, M.

On Fisher Consistency of Surrogate Losses for Optimal Dynamic Treatment Regimes with Multiple Categorical Treatments per Stage A., van der Laan, M

Reference 73

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:08:54.120084Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-07T15:08:31.873614Z digest=sha256:ffcfc787da0896c963cb5bb5a4a4aea13753670cf48ae21f885d8dda05d95351

Observation 9c9a0fca-6637-4d14-8931-cdf82812e2f9 · outbound

This paper cites S., Ravikumar, P.

On Fisher Consistency of Surrogate Losses for Optimal Dynamic Treatment Regimes with Multiple Categorical Treatments per Stage S., Ravikumar, P

Reference 74

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:08:53.851964Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-07T15:08:32.008442Z digest=sha256:f95b6a88cc8a253813db43db75ade6c257929d99d7cbe3802dd147edf4aa44b9

Observation c83b566d-ab0f-4504-9399-56fa255c089a · outbound

This paper cites S., and Cai, T.

On Fisher Consistency of Surrogate Losses for Optimal Dynamic Treatment Regimes with Multiple Categorical Treatments per Stage S., and Cai, T

Reference 75

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:08:53.507425Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-07T15:08:32.093169Z digest=sha256:740dfaad5b7f1153d6ea3f6fdc417e723a313c73e70cbe27f989bbd2e50ee17d

Observation 5ac36b6c-0a35-41f6-86b9-0e8d81e0eccc · outbound

This paper cites and Sanner, S.

On Fisher Consistency of Surrogate Losses for Optimal Dynamic Treatment Regimes with Multiple Categorical Treatments per Stage and Sanner, S

Reference 76

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:08:53.314617Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-07T15:08:32.194376Z digest=sha256:1f952d541decc7efccf89af4ce5df4a21273c19659880c52758a17bb557e7e5b

Observation 95a49d9b-32e7-481c-ad00-930611e6abb0 · outbound

This paper cites an unresolved cited work.

On Fisher Consistency of Surrogate Losses for Optimal Dynamic Treatment Regimes with Multiple Categorical Treatments per Stage Unresolved cited work

Reference 77

Resolution
unresolved
raw_fallback, observed 2026-08-07T15:08:53.169232Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-07T15:08:32.319782Z digest=sha256:988bc6371a7c818b00e5b468d32e92f71004a70a62e7f6b6e9f30ab02b7db3b3

Observation 1b382b4f-59fd-4fe4-82c9-9a1fa512324a · outbound

This paper cites an unresolved cited work.

On Fisher Consistency of Surrogate Losses for Optimal Dynamic Treatment Regimes with Multiple Categorical Treatments per Stage Unresolved cited work

Reference 78

Resolution
unresolved
raw_fallback, observed 2026-08-07T15:08:52.964950Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-07T15:08:32.454954Z digest=sha256:5c17de77049c382025ad7882b4acf9db8ab9b5e61a83deb5487eab137d063398

Observation a8b7c835-e3a2-472a-8545-43dc40ffcb7c · outbound

This paper cites and Zhao, Y.-Q.

On Fisher Consistency of Surrogate Losses for Optimal Dynamic Treatment Regimes with Multiple Categorical Treatments per Stage and Zhao, Y.-Q

Reference 79

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:08:52.712190Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-07T15:08:32.560310Z digest=sha256:018d092857955dca32188c08325ad56fadf6234e540fb2bdd2c55ffdd5b6bbe4

Observation bd99b3b8-3965-4544-a511-69d4f7a11b25 · outbound

This paper cites an unresolved cited work.

On Fisher Consistency of Surrogate Losses for Optimal Dynamic Treatment Regimes with Multiple Categorical Treatments per Stage Unresolved cited work

Reference 80

Resolution
unresolved
raw_fallback, observed 2026-08-07T15:08:52.476503Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-07T15:08:32.687480Z digest=sha256:76c3a836ec014dab60007e46e43c021b02f83e965d67e8f04d0de3581aced0ec

Observation 4e9885e2-a772-43c9-bc25-7d9df1fc6121 · outbound

This paper cites and Murphy, S.

On Fisher Consistency of Surrogate Losses for Optimal Dynamic Treatment Regimes with Multiple Categorical Treatments per Stage and Murphy, S

Reference 81

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:08:52.219296Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-07T15:08:32.833911Z digest=sha256:0679ddbbc75ba77448e9fdb1a8c167cac16f10f916f228fd097b30446933bef5

Observation 4dd9737b-3f1c-41da-9bfb-6167f17be180 · outbound

This paper cites Continuous State-Space Models for Optimal Sepsis Treatment - a Deep Reinforcement Learning Approach.

On Fisher Consistency of Surrogate Losses for Optimal Dynamic Treatment Regimes with Multiple Categorical Treatments per Stage Continuous State-Space Models for Optimal Sepsis Treatment - a Deep Reinforcement Learning Approach

Reference 82

Resolution
unresolved
no resolver link, observed 2026-08-07T15:08:33.102625Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T15:08:33.102625Z digest=sha256:355bdccd8a8e0a9a2963662948636b69f6243bd182c141782f0707e4366ef367

Observation eb5f1361-024b-422d-9ad1-bc2994019407 · outbound

This paper cites an unresolved cited work.

On Fisher Consistency of Surrogate Losses for Optimal Dynamic Treatment Regimes with Multiple Categorical Treatments per Stage Unresolved cited work

Reference 83

Resolution
unresolved
raw_fallback, observed 2026-08-07T15:08:52.028012Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-07T15:08:33.186489Z digest=sha256:00c02ea8d66fea88870a814ad5b006e289dd92896c09b7bb1d8234d14f7bc5b5

Observation 224f3c13-9157-4651-966d-d7aa0789a61a · outbound

This paper cites and Zeevi, A.

On Fisher Consistency of Surrogate Losses for Optimal Dynamic Treatment Regimes with Multiple Categorical Treatments per Stage and Zeevi, A

Reference 84

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:08:51.883004Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-07T15:08:33.309425Z digest=sha256:43e9751c467d619e49122b2b157181668e793301673863ea01b3516a33b9daef

Observation 2362e742-92aa-441c-a665-95b3be044259 · outbound

This paper cites an unresolved cited work.

On Fisher Consistency of Surrogate Losses for Optimal Dynamic Treatment Regimes with Multiple Categorical Treatments per Stage Unresolved cited work

Reference 85

Resolution
unresolved
raw_fallback, observed 2026-08-07T15:08:51.751328Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-07T15:08:33.409539Z digest=sha256:c0329e105ac09218fce8df7a12c83ae935a13059d093d9fe790edd2541507606

Observation eb5499c8-3226-4f6d-9571-844890391a76 · outbound

This paper cites an unresolved cited work.

On Fisher Consistency of Surrogate Losses for Optimal Dynamic Treatment Regimes with Multiple Categorical Treatments per Stage Unresolved cited work

Reference 86

Resolution
unresolved
raw_fallback, observed 2026-08-07T15:08:51.512808Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-07T15:08:33.518527Z digest=sha256:409649751310670dd47d35cad03525231cce72289c4115e60192e23c4d72bd6d

Observation 45b7a12b-d6df-4d10-85a0-c867d6373645 · outbound

This paper cites M., Rotnitzky, A., and Zhao, L.

On Fisher Consistency of Surrogate Losses for Optimal Dynamic Treatment Regimes with Multiple Categorical Treatments per Stage M., Rotnitzky, A., and Zhao, L

Reference 87

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:08:51.293967Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-07T15:08:33.617431Z digest=sha256:04183e4bd3e9f5e4b49b58e0abd48da11348727ff230dbe848c7e3198911b53e

Observation a0892e94-c8a0-4604-b0d2-ba500166b744 · outbound

This paper cites an unresolved cited work.

On Fisher Consistency of Surrogate Losses for Optimal Dynamic Treatment Regimes with Multiple Categorical Treatments per Stage Unresolved cited work

Reference 88

Resolution
unresolved
raw_fallback, observed 2026-08-07T15:08:51.057788Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-07T15:08:33.742101Z digest=sha256:020302bbe19fc8bc3d31e038b5e092c540b4ce31717f006c36ae7e631b3af016

Observation f5530e47-9b0f-4f56-84fc-d0299a519670 · outbound

This paper cites an unresolved cited work.

On Fisher Consistency of Surrogate Losses for Optimal Dynamic Treatment Regimes with Multiple Categorical Treatments per Stage Unresolved cited work

Reference 89

Resolution
unresolved
raw_fallback, observed 2026-08-07T15:08:50.907871Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-07T15:08:33.873024Z digest=sha256:d89f0ace2d06971a28f1aefbafa0e8ccb378b39fa82489bcb88be761a55befd5

Observation 52da0f16-e5a7-4c7d-96a3-f10a47b3b436 · outbound

This paper cites and Wellner, J.

On Fisher Consistency of Surrogate Losses for Optimal Dynamic Treatment Regimes with Multiple Categorical Treatments per Stage and Wellner, J

Reference 90

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:08:50.631911Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-07T15:08:34.020057Z digest=sha256:c327d28a4c1d74e617e851fd9129805040781197ed11ccf04e6752f31c48704f

Observation 425b4941-5c7d-4420-88ff-6aa4dd2b27a6 · outbound

This paper cites Nonparametric regression using deep neural networks with relu activation function.

On Fisher Consistency of Surrogate Losses for Optimal Dynamic Treatment Regimes with Multiple Categorical Treatments per Stage Nonparametric regression using deep neural networks with relu activation function

Reference 91

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:08:50.259814Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-07T15:08:34.105492Z digest=sha256:c97a79be44beff9a80346db6a217aff9863232a1fde7c8d7bd691da0b1bb4c92

Observation 00e58f16-0ca3-493c-81d5-dcda08f7641b · outbound

This paper cites J., Tsiatis, A.

On Fisher Consistency of Surrogate Losses for Optimal Dynamic Treatment Regimes with Multiple Categorical Treatments per Stage J., Tsiatis, A

Reference 92

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:08:49.896334Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-07T15:08:34.201726Z digest=sha256:bf30df43853dcaf72e646ff178257ab8011650143daa756f0a7719abb5cc6414

Observation 5ea1c055-7894-4c0f-b634-2110ba326ad1 · outbound

This paper cites and Wellner, J.

On Fisher Consistency of Surrogate Losses for Optimal Dynamic Treatment Regimes with Multiple Categorical Treatments per Stage and Wellner, J

Reference 93

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:08:49.672724Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-07T15:08:34.265436Z digest=sha256:54039b5b674b3916667a34bfcd4ae7a392bb775b790e0fd4bd8392ad75ef9ee4

Observation b0513c99-1ede-4001-9c98-dafd82b5e67a · outbound

This paper cites N., Cai, T., and Mukherjee, R.

On Fisher Consistency of Surrogate Losses for Optimal Dynamic Treatment Regimes with Multiple Categorical Treatments per Stage N., Cai, T., and Mukherjee, R

Reference 94

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:08:49.426516Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-07T15:08:34.335649Z digest=sha256:f428c59a01857db43cda59b15c96dd19571fbcae69356521e12598c95ae7f2b2

Observation 3b189e2f-d8f0-4ffd-98c0-a78160b4bb41 · outbound

This paper cites an unresolved cited work.

On Fisher Consistency of Surrogate Losses for Optimal Dynamic Treatment Regimes with Multiple Categorical Treatments per Stage Unresolved cited work

Reference 95

Resolution
unresolved
raw_fallback, observed 2026-08-07T15:08:49.170428Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-07T15:08:34.469217Z digest=sha256:a4de8c368bacb7a3ad50d31e572e6beec5888a8cb820f9d9d0a9dcdcb5544eb0

Observation b6b02d54-94e2-409b-af5f-d1c2f3d4d4f9 · outbound

This paper cites and Wang, L.

On Fisher Consistency of Surrogate Losses for Optimal Dynamic Treatment Regimes with Multiple Categorical Treatments per Stage and Wang, L

Reference 96

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:08:48.833361Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-07T15:08:34.571988Z digest=sha256:2bc5f91c5fadb7b62e305ff4eaf44f89933286ec3ae7c86ae682d7911f529189

Observation 26c4ca6e-da30-4aba-9a12-28ee06427365 · outbound

This paper cites an unresolved cited work.

On Fisher Consistency of Surrogate Losses for Optimal Dynamic Treatment Regimes with Multiple Categorical Treatments per Stage Unresolved cited work

Reference 97

Resolution
unresolved
raw_fallback, observed 2026-08-07T15:08:48.490098Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-07T15:08:34.649832Z digest=sha256:acdd16352820a6322f0cdd0ab29523d95c576da819bc3e48e1c5843a3688685e

Observation d9f33f06-11fb-473f-b5a8-df0206d0ad12 · outbound

This paper cites and Wang, L.

On Fisher Consistency of Surrogate Losses for Optimal Dynamic Treatment Regimes with Multiple Categorical Treatments per Stage and Wang, L

Reference 98

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:08:48.303291Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-07T15:08:34.767260Z digest=sha256:777593239da903e7b83eee96f44910cba267fe9b3ffce750d373a44c0e5a1991

Observation 60ee26e1-044f-4563-adc7-8d3a1425420d · outbound

This paper cites an unresolved cited work.

On Fisher Consistency of Surrogate Losses for Optimal Dynamic Treatment Regimes with Multiple Categorical Treatments per Stage Unresolved cited work

Reference 99

Resolution
unresolved
raw_fallback, observed 2026-08-07T15:08:47.589531Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-07T15:08:34.881500Z digest=sha256:88e0b96f4ec71e938d0aaa9f3253d0d2def2c164c3209762af5cd7ff538ad726

Observation 1a477203-e62d-4c23-b798-fe848577a6d3 · outbound

This paper cites and Bartlett, P.

On Fisher Consistency of Surrogate Losses for Optimal Dynamic Treatment Regimes with Multiple Categorical Treatments per Stage and Bartlett, P

Reference 100

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:08:45.979082Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-07T15:08:34.978417Z digest=sha256:2902c3a4aab631bb52cc09476653dd9ed4b355172ee459bbae0739f5072674d8

Pith citing papers

No inbound Pith citation observations are available.