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Paper Citation Record · LEDGER

Optimizing for Interpretability in Deep Neural Networks with Tree Regularization

As of 16 August 2026, this Paper Citation Record lists 58 of 58 outbound references and 0 inbound Pith citation observations for arXiv:1908.05254.

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

pith.paper-citation-record.v1
1908.05254 v1

Coverage vector

measured 58 of 58 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-14T13:24:17.001032Z

measured 58 of 58 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-16T06:30:59.297886+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

58 of 58 outbound references displayed

  • verified exact0
  • verified fuzzy19
  • unresolved39
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation cb10fa5f-07d5-4db6-bfc1-708b5f4aee1f · outbound

This paper cites A., Rybeck, G., Scheidegger, C., Smith, B., \ Venkatasubramanian, S.

Optimizing for Interpretability in Deep Neural Networks with Tree Regularization A., Rybeck, G., Scheidegger, C., Smith, B., \ Venkatasubramanian, S

Reference 1

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

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Observation f15b2240-4db1-4a1d-9d3e-4776ad9a94e8 · outbound

This paper cites \ \ Amir, O.

Optimizing for Interpretability in Deep Neural Networks with Tree Regularization \ \ Amir, O

Reference 2

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Observation 92cc0e90-e10c-45a0-b035-8541845df391 · outbound

This paper cites \ \ Kokkolaras, M.

Optimizing for Interpretability in Deep Neural Networks with Tree Regularization \ \ Kokkolaras, M

Reference 3

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No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

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Observation 4fc392dd-1e2a-45cd-b8c0-a969e3074fba · outbound

This paper cites an unresolved cited work.

Optimizing for Interpretability in Deep Neural Networks with Tree Regularization Unresolved cited work

Reference 4

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No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

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Observation 455ddce3-bc71-4ed2-8741-0c5ae2c29fed · outbound

This paper cites Neural Machine Translation by Jointly Learning to Align and Translate.

Optimizing for Interpretability in Deep Neural Networks with Tree Regularization Neural Machine Translation by Jointly Learning to Align and Translate

Reference 5

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Source-reported events for the cited work

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Observation a3b3f9e7-7720-4b5a-96e6-c6342a2e7dab · outbound

This paper cites K., Rathod, V., Murphy, K.

Optimizing for Interpretability in Deep Neural Networks with Tree Regularization K., Rathod, V., Murphy, K

Reference 6

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Source-reported events for the cited work

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Observation a33a2ac1-27f3-4f4c-b648-322565b1baca · outbound

This paper cites an unresolved cited work.

Optimizing for Interpretability in Deep Neural Networks with Tree Regularization Unresolved cited work

Reference 7

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Observation f5171060-48e2-43ba-8261-ae8055cd22c0 · outbound

This paper cites an unresolved cited work.

Optimizing for Interpretability in Deep Neural Networks with Tree Regularization Unresolved cited work

Reference 8

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Observation 80305cdf-a893-40f0-8f43-8e603e0d5c10 · outbound

This paper cites T., \ Liu, Y.

Optimizing for Interpretability in Deep Neural Networks with Tree Regularization T., \ Liu, Y

Reference 9

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Observation dc6629bc-9a19-48b8-a1e0-d8d1a30912e6 · outbound

This paper cites H., Asch, S.

Optimizing for Interpretability in Deep Neural Networks with Tree Regularization H., Asch, S

Reference 10

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Observation 9fba7b2a-e03a-4573-ae84-015a3d5f0596 · outbound

This paper cites an unresolved cited work.

Optimizing for Interpretability in Deep Neural Networks with Tree Regularization Unresolved cited work

Reference 11

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Observation 2f70415b-f7f1-4434-aa95-4f63685975e0 · outbound

This paper cites T., Schuetz, A., Stewart, W.

Optimizing for Interpretability in Deep Neural Networks with Tree Regularization T., Schuetz, A., Stewart, W

Reference 12

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Observation 78cc914a-4d45-4dfd-905f-13ea386add43 · outbound

This paper cites \ \ Shavlik, J.

Optimizing for Interpretability in Deep Neural Networks with Tree Regularization \ \ Shavlik, J

Reference 13

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No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

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Observation 773cf0b0-3c5d-4e94-b0f8-96fda718b6fc · outbound

This paper cites \ \ Karra Taniskidou, E.

Optimizing for Interpretability in Deep Neural Networks with Tree Regularization \ \ Karra Taniskidou, E

Reference 14

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No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

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Observation 5bd0c156-f634-40e1-928d-4d07ff8df0c8 · outbound

This paper cites \ \ Le Cun, Y.

Optimizing for Interpretability in Deep Neural Networks with Tree Regularization \ \ Le Cun, Y

Reference 15

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No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

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Observation 1ad4c35a-1604-4604-9da1-731f7911a1d0 · outbound

This paper cites an unresolved cited work.

Optimizing for Interpretability in Deep Neural Networks with Tree Regularization Unresolved cited work

Reference 16

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No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

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Observation 33aad4c5-7049-4795-988c-7386c7398e8a · outbound

This paper cites an unresolved cited work.

Optimizing for Interpretability in Deep Neural Networks with Tree Regularization Unresolved cited work

Reference 17

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No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

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Observation 130650cc-124b-4a73-9d45-b7f799e510de · outbound

This paper cites Distilling a Neural Network Into a Soft Decision Tree.

Optimizing for Interpretability in Deep Neural Networks with Tree Regularization Distilling a Neural Network Into a Soft Decision Tree

Reference 18

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Observation 0ad0c698-0a35-42b5-a6e1-12526d9a02e2 · outbound

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Optimizing for Interpretability in Deep Neural Networks with Tree Regularization Unresolved cited work

Reference 19

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Observation 366ceaac-140c-459c-a891-28e84afb9130 · outbound

This paper cites C., Szolovits, P., \ Doshi-Velez, F.

Optimizing for Interpretability in Deep Neural Networks with Tree Regularization C., Szolovits, P., \ Doshi-Velez, F

Reference 20

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Observation f6e328e9-67f2-41a9-bccb-1348fcd139f1 · outbound

This paper cites an unresolved cited work.

Optimizing for Interpretability in Deep Neural Networks with Tree Regularization Unresolved cited work

Reference 21

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Observation 31839e77-35ca-4ed4-ad76-8303a12594aa · outbound

This paper cites C., Wu, D., Narayanaswamy, A., Venugopalan, S., Widner, K., Madams, T., Cuadros, J., et al.

Optimizing for Interpretability in Deep Neural Networks with Tree Regularization C., Wu, D., Narayanaswamy, A., Venugopalan, S., Widner, K., Madams, T., Cuadros, J., et al

Reference 22

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Observation db799fac-5239-403c-b83a-a0b734173276 · outbound

This paper cites an unresolved cited work.

Optimizing for Interpretability in Deep Neural Networks with Tree Regularization Unresolved cited work

Reference 23

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Observation ba575b01-3525-42a4-8300-dd1f6c440f31 · outbound

This paper cites Distilling the Knowledge in a Neural Network.

Optimizing for Interpretability in Deep Neural Networks with Tree Regularization Distilling the Knowledge in a Neural Network

Reference 24

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This paper cites \ \ Schmidhuber, J.

Optimizing for Interpretability in Deep Neural Networks with Tree Regularization \ \ Schmidhuber, J

Reference 25

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Observation cc7735f4-8677-4ab2-ae1e-81208828a047 · outbound

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Optimizing for Interpretability in Deep Neural Networks with Tree Regularization Unresolved cited work

Reference 26

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Observation 36c8ab46-d2b1-4fcc-bc8c-909e154d25c0 · outbound

This paper cites E., Pollard, T.

Optimizing for Interpretability in Deep Neural Networks with Tree Regularization E., Pollard, T

Reference 27

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Observation 7c03e736-12c9-4485-9491-e92c48d5f858 · outbound

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Optimizing for Interpretability in Deep Neural Networks with Tree Regularization Unresolved cited work

Reference 28

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Observation d92abbd8-ec54-4033-a343-c14bb89d79dd · outbound

This paper cites Adam: A Method for Stochastic Optimization.

Optimizing for Interpretability in Deep Neural Networks with Tree Regularization Adam: A Method for Stochastic Optimization

Reference 29

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Optimizing for Interpretability in Deep Neural Networks with Tree Regularization Understanding Black-box Predictions via Influence Functions

Reference 30

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Optimizing for Interpretability in Deep Neural Networks with Tree Regularization Unresolved cited work

Reference 31

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No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

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Optimizing for Interpretability in Deep Neural Networks with Tree Regularization Unresolved cited work

Reference 32

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Observation b99790b6-dbaf-4ec7-b445-1584378477a2 · outbound

This paper cites H., \ Leskovec, J.

Optimizing for Interpretability in Deep Neural Networks with Tree Regularization H., \ Leskovec, J

Reference 33

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No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

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Observation efa6e7a7-d24c-418b-9e61-d230fc6a939c · outbound

This paper cites Rationalizing Neural Predictions.

Optimizing for Interpretability in Deep Neural Networks with Tree Regularization Rationalizing Neural Predictions

Reference 34

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Unavailable: canonical work link unavailable.

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Observation ecf9955d-dbdc-4818-b170-e6d5c2655daa · outbound

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Optimizing for Interpretability in Deep Neural Networks with Tree Regularization Unresolved cited work

Reference 35

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No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

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Observation 5aaad13a-88f9-46fa-969c-ae5ef33ff495 · outbound

This paper cites An unexpected unity among methods for interpreting model predictions.

Optimizing for Interpretability in Deep Neural Networks with Tree Regularization An unexpected unity among methods for interpreting model predictions

Reference 36

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Observation f41b5224-043b-4616-b69e-b8bf2cce6a0b · outbound

This paper cites an unresolved cited work.

Optimizing for Interpretability in Deep Neural Networks with Tree Regularization Unresolved cited work

Reference 37

Resolution
unresolved
raw_fallback, observed 2026-08-14T13:24:18.119992Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=arxiv_source observed=2026-08-14T13:24:16.813944Z digest=sha256:c05cf2c8e0b10d4dfd7e2974013c4f44bba91c041a21f337c186eb61f45c0a49

Observation 16e79eac-52dd-4712-9127-05bf079370bf · outbound

This paper cites \ \ Astudillo, R.

Optimizing for Interpretability in Deep Neural Networks with Tree Regularization \ \ Astudillo, R

Reference 38

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T13:24:18.101641Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=arxiv_source observed=2026-08-14T13:24:16.820998Z digest=sha256:1d52a15add4e5969bcb6fa07a2dff6986834edf11b5a5521c233925fde52a45c

Observation a93c6453-8f13-4ac3-b9ac-8894e7d18a64 · outbound

This paper cites an unresolved cited work.

Optimizing for Interpretability in Deep Neural Networks with Tree Regularization Unresolved cited work

Reference 39

Resolution
unresolved
raw_fallback, observed 2026-08-14T13:24:18.070738Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=arxiv_source observed=2026-08-14T13:24:16.827028Z digest=sha256:e26263766777cb59263404fa98986ec7e8a7f6c5f96e2f57b35a0778fd133693

Observation e811083b-2f4e-4d3f-8c68-c5b304234a9c · outbound

This paper cites A., \ Dudley, J.

Optimizing for Interpretability in Deep Neural Networks with Tree Regularization A., \ Dudley, J

Reference 40

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T13:24:18.027811Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=arxiv_source observed=2026-08-14T13:24:16.844527Z digest=sha256:7d592a8bd92a6a715f6625ea62fa6cc094ae70816293ced761ea4ec1eab9af7f

Observation 02f305ed-805d-4c8b-9640-caff82e21a7b · outbound

This paper cites an unresolved cited work.

Optimizing for Interpretability in Deep Neural Networks with Tree Regularization Unresolved cited work

Reference 41

Resolution
unresolved
raw_fallback, observed 2026-08-14T13:24:17.799761Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=arxiv_source observed=2026-08-14T13:24:16.862170Z digest=sha256:f5894dd118d43ac455410baf20d2adb1342d06f11803a84e796c4cb9fa4f6d2f

Observation 39af2f2c-8c55-42ce-a8a1-b45dc8423a2b · outbound

This paper cites an unresolved cited work.

Optimizing for Interpretability in Deep Neural Networks with Tree Regularization Unresolved cited work

Reference 42

Resolution
unresolved
raw_fallback, observed 2026-08-14T13:24:17.777111Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=arxiv_source observed=2026-08-14T13:24:16.870896Z digest=sha256:857e43071d43d9efcb0dabebcf6a8b3565494212801a0a7f81a1f56f0e015ed8

Observation 4c0f1558-ed0a-49f3-ab0d-9e23a6a1a901 · outbound

This paper cites an unresolved cited work.

Optimizing for Interpretability in Deep Neural Networks with Tree Regularization Unresolved cited work

Reference 43

Resolution
unresolved
raw_fallback, observed 2026-08-14T13:24:17.754173Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=arxiv_source observed=2026-08-14T13:24:16.879436Z digest=sha256:d93430b55063f86a6b1e2e69100a189f2bbba6d354b598c9bcacc38bf5858d00

Observation 7e8dae9b-3374-4d77-a92f-f1d1d3c08de5 · outbound

This paper cites an unresolved cited work.

Optimizing for Interpretability in Deep Neural Networks with Tree Regularization Unresolved cited work

Reference 44

Resolution
unresolved
raw_fallback, observed 2026-08-14T13:24:17.727563Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=arxiv_source observed=2026-08-14T13:24:16.891648Z digest=sha256:103195f992eafea3b39fc1ee3f5b395be761a861bdb6de2880cf9648d9e84686

Observation 371634f2-d636-4060-80c3-ab8c655e5ba4 · outbound

This paper cites an unresolved cited work.

Optimizing for Interpretability in Deep Neural Networks with Tree Regularization Unresolved cited work

Reference 45

Resolution
unresolved
raw_fallback, observed 2026-08-14T13:24:17.699618Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=arxiv_source observed=2026-08-14T13:24:16.902678Z digest=sha256:951424a540c4c134057502f77718a4263b675f07b424bc6c4451f8475effd01e

Observation b523eb01-e850-4ec2-8dca-ac4d72fe2465 · outbound

This paper cites an unresolved cited work.

Optimizing for Interpretability in Deep Neural Networks with Tree Regularization Unresolved cited work

Reference 46

Resolution
unresolved
raw_fallback, observed 2026-08-14T13:24:17.668620Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=arxiv_source observed=2026-08-14T13:24:16.909292Z digest=sha256:3dad0e38d45cc52d88ecf061fe3dba2a06183b14549cccd1b397fa04448b044b

Observation 62584137-6526-4856-b59a-fd2abd4accff · outbound

This paper cites an unresolved cited work.

Optimizing for Interpretability in Deep Neural Networks with Tree Regularization Unresolved cited work

Reference 47

Resolution
unresolved
raw_fallback, observed 2026-08-14T13:24:17.644474Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=arxiv_source observed=2026-08-14T13:24:16.915265Z digest=sha256:6f6a0c44cdb2090cb4443b26b9538e03f58d4665489ccef81886470604a752ae

Observation f7835457-d06b-45b5-9460-ba5a5da7c4fe · outbound

This paper cites an unresolved cited work.

Optimizing for Interpretability in Deep Neural Networks with Tree Regularization Unresolved cited work

Reference 48

Resolution
unresolved
raw_fallback, observed 2026-08-14T13:24:17.616862Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=arxiv_source observed=2026-08-14T13:24:16.922872Z digest=sha256:3ea633ab4871fb3fcd1070222ef12300f345443b64cec8ad084aa65089ecac8c

Observation dbbd5ab0-26cf-465c-906b-5487d28564f1 · outbound

This paper cites T., Singh, S., \ Guestrin, C.

Optimizing for Interpretability in Deep Neural Networks with Tree Regularization T., Singh, S., \ Guestrin, C

Reference 49

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T13:24:17.588882Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=arxiv_source observed=2026-08-14T13:24:16.928666Z digest=sha256:377bf6aa925a75e3f1c67029bb97105478b842ac2bd93d0a518daf1987c03260

Observation ceaf92b1-81d6-4c75-bb7d-f7f672c7fd2c · outbound

This paper cites Right for the Right Reasons: Training Differentiable Models by Constraining their Explanations.

Optimizing for Interpretability in Deep Neural Networks with Tree Regularization Right for the Right Reasons: Training Differentiable Models by Constraining their Explanations

Reference 50

Resolution
unresolved
no resolver link, observed 2026-08-14T13:24:16.934755Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-14T13:24:16.934755Z digest=sha256:04b21960db623b0278e20a81b49f85e18664516847db9701e8480bdfea5d3c77

Observation 58c65094-0c46-4890-a23a-f14a06e3837d · outbound

This paper cites Grad-CAM: Visual Explanations from Deep Networks via Gradient-based Localization.

Optimizing for Interpretability in Deep Neural Networks with Tree Regularization Grad-CAM: Visual Explanations from Deep Networks via Gradient-based Localization

Reference 51

Resolution
unresolved
no resolver link, observed 2026-08-14T13:24:16.942156Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-14T13:24:16.942156Z digest=sha256:2d40059a242fdda8603f4e371915059bd918bc86a1154851e4fe9991f5dbb098

Observation a1d30c3b-1dd6-4c77-bc75-394ffb794662 · outbound

This paper cites Grad-CAM: Why did you say that?.

Optimizing for Interpretability in Deep Neural Networks with Tree Regularization Grad-CAM: Why did you say that?

Reference 52

Resolution
unresolved
no resolver link, observed 2026-08-14T13:24:16.948737Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-14T13:24:16.948737Z digest=sha256:b877cabbeda376e7e08b1b561d9489fa787352d1bf0367f87e006e255043b19e

Observation b8379222-7beb-406b-809c-cba11fdc9c80 · outbound

This paper cites Programs as Black-Box Explanations.

Optimizing for Interpretability in Deep Neural Networks with Tree Regularization Programs as Black-Box Explanations

Reference 53

Resolution
unresolved
no resolver link, observed 2026-08-14T13:24:16.954881Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-14T13:24:16.954881Z digest=sha256:7b173704bf70f88b93313982694bdacc464a352499e589934ea77959b88cd321

Observation 02042430-e7f5-4b9d-93a6-d3397d2457b1 · outbound

This paper cites an unresolved cited work.

Optimizing for Interpretability in Deep Neural Networks with Tree Regularization Unresolved cited work

Reference 54

Resolution
unresolved
raw_fallback, observed 2026-08-14T13:24:17.564028Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=arxiv_source observed=2026-08-14T13:24:16.965159Z digest=sha256:6d358013cbb085030b9055ac31a2df5dda1214b3a47566fbb8205641b8fe6231

Observation c631e07a-8b8a-48d2-82de-5849de8f171f · outbound

This paper cites an unresolved cited work.

Optimizing for Interpretability in Deep Neural Networks with Tree Regularization Unresolved cited work

Reference 55

Resolution
unresolved
raw_fallback, observed 2026-08-14T13:24:17.536717Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=arxiv_source observed=2026-08-14T13:24:16.971212Z digest=sha256:52197b86c86c95c2860f81363d13f9fd10abeb651397f3d53e7cca42d009b74f

Observation f50624ff-17fe-47fe-bbf3-82017d3bd023 · outbound

This paper cites an unresolved cited work.

Optimizing for Interpretability in Deep Neural Networks with Tree Regularization Unresolved cited work

Reference 56

Resolution
unresolved
raw_fallback, observed 2026-08-14T13:24:17.515049Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=arxiv_source observed=2026-08-14T13:24:16.986443Z digest=sha256:2661027fbb9e252f038cbf2e602ee4bbdaac3ad13891453dab6f46d64ded1917

Observation 924adcfb-08c5-4318-94dd-9ad929d7194f · outbound

This paper cites D., \ Jordan, M.

Optimizing for Interpretability in Deep Neural Networks with Tree Regularization D., \ Jordan, M

Reference 57

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T13:24:17.487189Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=arxiv_source observed=2026-08-14T13:24:16.992800Z digest=sha256:c684b5ece803d8178f9a86460008693e001e648dfb2eee63de0188a58edc8e3b

Observation f9af0a8d-6af6-4e11-b859-02abba97d2c0 · outbound

This paper cites write newline.

Optimizing for Interpretability in Deep Neural Networks with Tree Regularization write newline

Reference 58

Resolution
unresolved
no resolver link, observed 2026-08-14T13:24:17.001032Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-14T13:24:17.001032Z digest=sha256:5e7cf13f1fd6394100bcee7173e9e1c24a357728e183e6a2286b126c46e72a4a

Pith citing papers

No inbound Pith citation observations are available.