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Paper Citation Record · LEDGER

Online Bidding Algorithms with Strict Return on Spend (ROS) Constraint

As of 10 August 2026, this Paper Citation Record lists 41 of 41 outbound references and 0 inbound Pith citation observations for arXiv:2502.05599.

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

pith.paper-citation-record.v1
2502.05599 v2

Coverage vector

measured 41 of 41 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-08T18:51:12.786224Z

measured 41 of 41 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+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

41 of 41 outbound references displayed

  • verified exact3
  • verified fuzzy24
  • unresolved13
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 72414ea3-28b1-416e-912b-937f4a3020fb · outbound

This paper cites an unresolved cited work.

Online Bidding Algorithms with Strict Return on Spend (ROS) Constraint Unresolved cited work

Reference 1

Resolution
unresolved
raw_fallback, observed 2026-08-08T18:51:13.342221Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T18:51:12.626423Z digest=sha256:9df9d2fbb3d343063d6701dbf629d8a57dfbd96c0b611d8d3606efbbbb6bf7f8

Observation bc119ad4-f902-45e6-a15e-63b7244ba734 · outbound

This paper cites Aggarwal, A.

Online Bidding Algorithms with Strict Return on Spend (ROS) Constraint Aggarwal, A

Reference 2

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T18:51:13.331632Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T18:51:12.630086Z digest=sha256:9d3efe3759c9837c278e57417d8d28be1eeb3dcdfb78cb2e0e308efebc7cf895

Observation 0ff45229-5aeb-402a-ab08-e775bb2755b6 · outbound

This paper cites Non-quasi-linear Agents in Quasi-linear Mechanisms.

Online Bidding Algorithms with Strict Return on Spend (ROS) Constraint Non-quasi-linear Agents in Quasi-linear Mechanisms

Reference 3

Resolution
unresolved
no resolver link, observed 2026-08-08T18:51:12.632837Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T18:51:12.632837Z digest=sha256:0b1156b4d8d3af20798e92c144571c1d55b648af6f715e2db65526491a99c349

Observation 0df6b103-fb24-48a0-a2f5-fc9ca29c2e30 · outbound

This paper cites Golrezaei, I.

Online Bidding Algorithms with Strict Return on Spend (ROS) Constraint Golrezaei, I

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T18:51:13.321375Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T18:51:12.636344Z digest=sha256:7adf12833befd6586c6abbbc49fcd5bda4f03beaad6dc2f67bd43b9fe74fe210

Observation 3c1abcfe-5e48-43e4-8e5b-8799fccb6c62 · outbound

This paper cites an unresolved cited work.

Online Bidding Algorithms with Strict Return on Spend (ROS) Constraint Unresolved cited work

Reference 5

Resolution
unresolved
raw_fallback, observed 2026-08-08T18:51:13.311654Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T18:51:12.640836Z digest=sha256:91385ad4f9d8d049e9d6463db928a6975ae7e0c49e5dedd1ce66f2de7e689c05

Observation a03b02e5-fa5b-40eb-979f-c1e93f033630 · outbound

This paper cites Balseiro, Y.

Online Bidding Algorithms with Strict Return on Spend (ROS) Constraint Balseiro, Y

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T18:51:13.301552Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T18:51:12.644792Z digest=sha256:932a860d538274a53f9ea9a9c2baf5c0262d719d6309ccb4acd9aed9750a1c33

Observation 3c0c039c-ea88-455d-8bf1-ec0bde1b8e25 · outbound

This paper cites an unresolved cited work.

Online Bidding Algorithms with Strict Return on Spend (ROS) Constraint Unresolved cited work

Reference 7

Resolution
unresolved
raw_fallback, observed 2026-08-08T18:51:13.290839Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T18:51:12.648998Z digest=sha256:f6812369aa82f774661b978a8a4f6f01574cc0fd23e7cfe9a0dc3d3ff343d060

Observation 7770f13c-ce3f-4f02-8aaf-76eda4b42759 · outbound

This paper cites an unresolved cited work.

Online Bidding Algorithms with Strict Return on Spend (ROS) Constraint Unresolved cited work

Reference 8

Resolution
unresolved
raw_fallback, observed 2026-08-08T18:51:13.280599Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T18:51:12.652975Z digest=sha256:21da87c7132973ee3521c41d14648f345d8377a5597f2bc7042d34291c7b6cec

Observation 23a41cfc-1d3d-4029-a33a-1b783be42592 · outbound

This paper cites Castiglioni, A.

Online Bidding Algorithms with Strict Return on Spend (ROS) Constraint Castiglioni, A

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T18:51:13.269273Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T18:51:12.657033Z digest=sha256:ec87d1b276962a851d9dd5da168d89f3a99904e06c63ef883ea6039163e0e70f

Observation 4235add0-89c0-4e86-b147-68bc86b2509d · outbound

This paper cites Learning to Price against a Budget and ROI Constrained Buyer.

Online Bidding Algorithms with Strict Return on Spend (ROS) Constraint Learning to Price against a Budget and ROI Constrained Buyer

Reference 10

Resolution
unresolved
no resolver link, observed 2026-08-08T18:51:12.661093Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T18:51:12.661093Z digest=sha256:83e785937b076d9271bd18d6e0f00d4d99d1bcf205726d32f608798bba94c97c

Observation 319fb2fa-5452-4181-aaca-5c9aad776d06 · outbound

This paper cites Balseiro, H.

Online Bidding Algorithms with Strict Return on Spend (ROS) Constraint Balseiro, H

Reference 11

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T18:51:13.258917Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T18:51:12.665653Z digest=sha256:239aee0092ee553044692f9e960f7e1536b87260073eb2256a8279237183bee5

Observation b585fc0d-631a-4091-bd5e-ee4635332fe6 · outbound

This paper cites Borgs, J.

Online Bidding Algorithms with Strict Return on Spend (ROS) Constraint Borgs, J

Reference 12

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T18:51:13.248362Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T18:51:12.669844Z digest=sha256:055fa7f4b84eec95da8ad35f193074b525d10977d76636928892d84fa22dbfeb

Observation b51354f4-cbe7-48c0-90bc-bf218a2302b9 · outbound

This paper cites an unresolved cited work.

Online Bidding Algorithms with Strict Return on Spend (ROS) Constraint Unresolved cited work

Reference 13

Resolution
unresolved
raw_fallback, observed 2026-08-08T18:51:13.236627Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T18:51:12.674142Z digest=sha256:03780a74fcf78df4f2d2333fa7e10d379b2a48212948056c88b7149e3480eb10

Observation ee52df78-3e3f-4c8b-a809-fa23757e194e · outbound

This paper cites Lucier, S.

Online Bidding Algorithms with Strict Return on Spend (ROS) Constraint Lucier, S

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T18:51:13.225993Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T18:51:12.678205Z digest=sha256:a2c41ee0fa130ce6ab3bffe7acc37c8d5f42ac741aa612ed279b3d6b57f88588

Observation 464dea7f-41c4-44bb-8fdb-2691c5ee01dc · outbound

This paper cites Mannor, J.

Online Bidding Algorithms with Strict Return on Spend (ROS) Constraint Mannor, J

Reference 15

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T18:51:13.215350Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T18:51:12.682219Z digest=sha256:2b19d1b6f775d5bef16fb005696b9eb616c37bc7754e7e0e7ebb952b1e9c42df

Observation 4c0707ac-fa18-4658-8f23-fb8f7ec7b6ec · outbound

This paper cites Mahdavi, T.

Online Bidding Algorithms with Strict Return on Spend (ROS) Constraint Mahdavi, T

Reference 16

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T18:51:13.205252Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T18:51:12.686260Z digest=sha256:08eb7c40f2ae1c8ac4e176a9861b9ca2484b336052728ee05b572eb1a36173e6

Observation b0f20f5a-5bfb-4785-9f31-0c4c515bc314 · outbound

This paper cites an unresolved cited work.

Online Bidding Algorithms with Strict Return on Spend (ROS) Constraint Unresolved cited work

Reference 17

Resolution
unresolved
raw_fallback, observed 2026-08-08T18:51:13.195939Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T18:51:12.690152Z digest=sha256:f3bfde72e192432fecac390959c364e1bc5f03b0044cdaf0df5bb6bbe1709c81

Observation b91521ea-f372-4712-8dec-259dcc14114c · outbound

This paper cites Badanidiyuru, R.

Online Bidding Algorithms with Strict Return on Spend (ROS) Constraint Badanidiyuru, R

Reference 18

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T18:51:13.186671Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T18:51:12.693631Z digest=sha256:94103584ebb0efe6a56d57554b33a5494b508539c927fb3bb82a8b2d25a45ffc

Observation 9ca3397a-b886-4b7b-913f-fd9e7052a6b2 · outbound

This paper cites A Low Complexity Algorithm with $O(\sqrt{T})$ Regret and $O(1)$ Constraint Violations for Online Convex Optimization with Long Term Constraints.

Online Bidding Algorithms with Strict Return on Spend (ROS) Constraint A Low Complexity Algorithm with $O(\sqrt{T})$ Regret and $O(1)$ Constraint Violations for Online Convex Optimization with Long Term Constraints

Reference 19

Resolution
verified exact
local_arxiv, observed 2026-08-08T18:51:12.968483Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T18:51:12.696817Z digest=sha256:0ab574507205cb1a676c910715d7dfa07dbf9cacb08471fce9b52d41ecabe120

Observation ccb063fd-05ee-4ab2-b652-0170bb2f6d7d · outbound

This paper cites an unresolved cited work.

Online Bidding Algorithms with Strict Return on Spend (ROS) Constraint Unresolved cited work

Reference 20

Resolution
unresolved
raw_fallback, observed 2026-08-08T18:51:13.177785Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T18:51:12.700106Z digest=sha256:a122a3cea98fda2851e98c03d4de7f2ccea1073ee712305c67ff3dbb3f484647

Observation c9478aca-4de9-44ea-a123-6fa7c9863918 · outbound

This paper cites Optimal Algorithms for Online Convex Optimization with Adversarial Constraints.

Online Bidding Algorithms with Strict Return on Spend (ROS) Constraint Optimal Algorithms for Online Convex Optimization with Adversarial Constraints

Reference 21

Resolution
unresolved
no resolver link, observed 2026-08-08T18:51:12.703340Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T18:51:12.703340Z digest=sha256:b58e39c0c84d90f640a1186a3f91fefc9db2bb4c9a073d8da9b4f1ded443e639

Observation f305ee1b-e074-4228-b95b-dd9e73e1db9d · outbound

This paper cites Agrawal, N.

Online Bidding Algorithms with Strict Return on Spend (ROS) Constraint Agrawal, N

Reference 22

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T18:51:13.166730Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T18:51:12.707773Z digest=sha256:5492d095562702c8030f1bfa959fe244dbc2791523fd12c25860128c1961faa6

Observation 04090198-1968-4de2-81d8-69bf8e9a522b · outbound

This paper cites Unifying the stochastic and the adversarial Bandits with Knapsack.

Online Bidding Algorithms with Strict Return on Spend (ROS) Constraint Unifying the stochastic and the adversarial Bandits with Knapsack

Reference 23

Resolution
verified exact
local_arxiv, observed 2026-08-08T18:51:12.940175Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T18:51:12.712455Z digest=sha256:0d3040586b3a3fb76a0121c5870c49ca51b6b6c6a72b36a62d70400cd5a1236b

Observation d7e88f2b-4b35-44dd-9e00-5484946306e2 · outbound

This paper cites Immorlica, K.

Online Bidding Algorithms with Strict Return on Spend (ROS) Constraint Immorlica, K

Reference 24

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T18:51:13.154775Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T18:51:12.716945Z digest=sha256:6902c35a6379354da332c5479154c0b85f810a66235f19f30ae6a4e3b6e6887f

Observation c14040ab-eedb-4403-a021-44c78dd0af30 · outbound

This paper cites Rivera Cardoso, H.

Online Bidding Algorithms with Strict Return on Spend (ROS) Constraint Rivera Cardoso, H

Reference 25

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T18:51:13.143639Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T18:51:12.721290Z digest=sha256:543ddb406a232c5be4f926e7db4fa41dcb677cddfb422db939ac2f7f7ce6f960

Observation 2d78dd26-eaaa-43c4-ab4c-051961ba0b2e · outbound

This paper cites Vaze, Online Algorithms, Cambridge University Press, 2023.

Online Bidding Algorithms with Strict Return on Spend (ROS) Constraint Vaze, Online Algorithms, Cambridge University Press, 2023

Reference 26

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T18:51:13.132489Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T18:51:12.725476Z digest=sha256:6638a268b4983b105dbd344751d89b89b1757ed182715d0165d830616c75ee00

Observation 014906c9-2a1a-424f-aacb-b6d44924ecd3 · outbound

This paper cites Disser, M.

Online Bidding Algorithms with Strict Return on Spend (ROS) Constraint Disser, M

Reference 27

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T18:51:13.121101Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T18:51:12.730026Z digest=sha256:5c5ecd4d7cca30e24f60506b5d7fdaa163f24968fcf78866a2ea28bcb2a07549

Observation fe42c7e1-4eaa-457b-a74c-13e68bcbbfa6 · outbound

This paper cites Talluri, G.

Online Bidding Algorithms with Strict Return on Spend (ROS) Constraint Talluri, G

Reference 28

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T18:51:13.110586Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T18:51:12.734025Z digest=sha256:79c2b31c9b189fdc5550dcf08419dcbae4ffb97becde86bd2d4ee905aa161d52

Observation 50939ca5-af5e-48a6-9ffd-d62d6e5cd249 · outbound

This paper cites Online Inventory Management with Application to Energy Procurement in Data Centers.

Online Bidding Algorithms with Strict Return on Spend (ROS) Constraint Online Inventory Management with Application to Energy Procurement in Data Centers

Reference 29

Resolution
verified exact
local_arxiv, observed 2026-08-08T18:51:12.923248Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T18:51:12.738863Z digest=sha256:2a02ac40362fdb30320ead6e3def6dc80253855cd3552479ed02658b5beef54c

Observation bd388d0c-aa70-477f-92ce-512cdbbadc01 · outbound

This paper cites an unresolved cited work.

Online Bidding Algorithms with Strict Return on Spend (ROS) Constraint Unresolved cited work

Reference 30

Resolution
unresolved
no resolver link, observed 2026-08-08T18:51:12.743157Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T18:51:12.743157Z digest=sha256:6b492fea598576aa2fa6d841be07fb71291cd079508bb65388132cc92258018f

Observation c987851c-0948-4c91-b4eb-7c22253c63d2 · outbound

This paper cites an unresolved cited work.

Online Bidding Algorithms with Strict Return on Spend (ROS) Constraint Unresolved cited work

Reference 31

Resolution
unresolved
raw_fallback, observed 2026-08-08T18:51:13.093101Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T18:51:12.747207Z digest=sha256:09a70e39602670a76c01304f0f52ec016d7ae76e9e209e97e2f8711d1cdd5a66

Observation 1fc7e2a7-9e63-42c8-9c52-7f02a7f717af · outbound

This paper cites Srivastava, C.

Online Bidding Algorithms with Strict Return on Spend (ROS) Constraint Srivastava, C

Reference 32

Resolution
metadata mismatch
raw_fallback, observed 2026-08-08T18:51:12.905634Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T18:51:12.751378Z digest=sha256:5a281f58f05cbac8d44fa14ad0ee7e4d796b70ec98b2dc2de3b7da0518a398b1

Observation 1ac5492c-ceba-4c5d-9175-cdc3a78d3104 · outbound

This paper cites Lattimore, C.

Online Bidding Algorithms with Strict Return on Spend (ROS) Constraint Lattimore, C

Reference 33

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T18:51:13.082197Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T18:51:12.755484Z digest=sha256:ac595d83963786b221c5c32516054d2f4b5f4209c459496581088e1af2b84a00

Observation 4d1eead2-edbb-4732-98f0-407305295aa4 · outbound

This paper cites Feller, An introduction to probability theory and its applications, V olumes 1-3, V ol.

Online Bidding Algorithms with Strict Return on Spend (ROS) Constraint Feller, An introduction to probability theory and its applications, V olumes 1-3, V ol

Reference 34

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T18:51:13.071157Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T18:51:12.759106Z digest=sha256:807a484319395040f0bae21dac18f77bf2968e2cc86b8b601cdbf2b9c48061dc

Observation 3b2a7e41-c608-4db7-b676-ff274ad4e3cd · outbound

This paper cites an unresolved cited work.

Online Bidding Algorithms with Strict Return on Spend (ROS) Constraint Unresolved cited work

Reference 35

Resolution
unresolved
raw_fallback, observed 2026-08-08T18:51:13.060566Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T18:51:12.762859Z digest=sha256:b03e72b383fbb92d35097de8e4dc0cfafbc6018d62e1d47f7efdf3cfba618d5d

Observation 872be606-eac5-4a1b-8074-43b518788134 · outbound

This paper cites The allocation functions are xθt t (of type (5)) where θt are distributed as follows.

Online Bidding Algorithms with Strict Return on Spend (ROS) Constraint The allocation functions are xθt t (of type (5)) where θt are distributed as follows

Reference 36

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T18:51:13.049251Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T18:51:12.766288Z digest=sha256:aec69e74c3056377a97c4da9165403a2e5d2aa632e09400619169440968e1885

Observation a11712e0-278a-42a2-a80a-4d481faa8713 · outbound

This paper cites Then g⋆ 3 = 0.

Online Bidding Algorithms with Strict Return on Spend (ROS) Constraint Then g⋆ 3 = 0

Reference 37

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T18:51:13.037388Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T18:51:12.769327Z digest=sha256:a3c1031851f029202247b25e0fa786b09cbc08a0ee36b60e615987500f4be27c

Observation 3b33d50d-8303-4dd2-a6ad-105664033e53 · outbound

This paper cites Similarly let Input 2: vt = 1 2 ∀ t, and allocation functions are xθt t (5), where θt takes the same four values as in Input 1, A, B, C, D, but with perturbed probabilities.

Online Bidding Algorithms with Strict Return on Spend (ROS) Constraint Similarly let Input 2: vt = 1 2 ∀ t, and allocation functions are xθt t (5), where θt takes the same four values as in Input 1, A, B, C, D, but with perturbed probabilities

Reference 38

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T18:51:13.028359Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T18:51:12.772805Z digest=sha256:4351e7bd7fd54c7623cd83273cdcf80feecb36267b514784d3c8302cdf91fce2

Observation 77f74cc4-13ef-4267-b6da-3b31013129ff · outbound

This paper cites well-behaved.

Online Bidding Algorithms with Strict Return on Spend (ROS) Constraint well-behaved

Reference 39

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T18:51:13.018603Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T18:51:12.777367Z digest=sha256:d1eb50a5b416097964a144f14751d8040e6cc793bf6f1509c49fda44b72a48fb

Observation 761ac7d5-ceb1-458b-83f5-99ad72865c20 · outbound

This paper cites Let the statement be false, and in particular in the optimal solution q there exists a k′ (in order) for which qk′ < 1 but qk′+1 > 0.

Online Bidding Algorithms with Strict Return on Spend (ROS) Constraint Let the statement be false, and in particular in the optimal solution q there exists a k′ (in order) for which qk′ < 1 but qk′+1 > 0

Reference 40

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T18:51:13.009452Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T18:51:12.781912Z digest=sha256:78cf25b73c351a5be909132c291e73c26828638db8c33d46ae65738f555a8926

Observation 17beb5a7-0f2a-4be7-894f-63e0c5b1e3d4 · outbound

This paper cites random variables that are estimated using sample mean estimator 1 n Pn i=1 Xi, from Chernoff bound, we have P 1 n Pn i=1 Xi − E{X1} > ϵ ≤ exp−(2nϵ2).

Online Bidding Algorithms with Strict Return on Spend (ROS) Constraint random variables that are estimated using sample mean estimator 1 n Pn i=1 Xi, from Chernoff bound, we have P 1 n Pn i=1 Xi − E{X1} > ϵ ≤ exp−(2nϵ2)

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T18:51:12.999012Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T18:51:12.786224Z digest=sha256:9190f930727e15ae45bb9f820f339357553d0bb5f36cb94c0f0e9d4f1048db77

Pith citing papers

No inbound Pith citation observations are available.