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Paper Citation Record · LEDGER

LossVal: Efficient Data Valuation for Neural Networks

As of 19 August 2026, this Paper Citation Record lists 94 of 94 outbound references and 1 inbound Pith citation observation for arXiv:2412.04158.

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

pith.paper-citation-record.v1
2412.04158 v2

Coverage vector

measured 94 of 94 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-11T21:47:36.615134Z

measured 95 of 95 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-19T06:32:44.657259+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-06T21:41:16.683001Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-06T21:41:17.549043Z

Reference resolution

94 of 94 outbound references displayed

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  • verified fuzzy37
  • unresolved45
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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation fd3457d1-7c27-4862-ab2b-85eb78f84e0f · outbound

This paper cites write newline.

LossVal: Efficient Data Valuation for Neural Networks write newline

Reference 1

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Observation c064c84a-e832-43a4-a9c8-9c503bcc31bb · outbound

This paper cites A Marketplace for Data : An Algorithmic Solution.

LossVal: Efficient Data Valuation for Neural Networks A Marketplace for Data : An Algorithmic Solution

Reference 2

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source=arxiv_source observed=2026-08-11T21:47:36.180020Z digest=sha256:820f4c822933f2c068487a993669dd3c06756397a712c3a74eb481cccbdc3269

Observation 08bbb639-466c-4715-94b9-544cb3f2ba16 · outbound

This paper cites Explaining Recurrent Neural Network Predictions in Sentiment Analysis , 2017.

LossVal: Efficient Data Valuation for Neural Networks Explaining Recurrent Neural Network Predictions in Sentiment Analysis , 2017

Reference 3

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LossVal: Efficient Data Valuation for Neural Networks Unresolved cited work

Reference 4

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LossVal: Efficient Data Valuation for Neural Networks Unresolved cited work

Reference 5

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This paper cites K., Rabus, M., and Krestel, R.

LossVal: Efficient Data Valuation for Neural Networks K., Rabus, M., and Krestel, R

Reference 6

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This paper cites K., Mekki, D.

LossVal: Efficient Data Valuation for Neural Networks K., Mekki, D

Reference 7

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Observation b031ad83-1f1b-4786-9dd0-b8757990d852 · outbound

This paper cites H., Olshen, R.

LossVal: Efficient Data Valuation for Neural Networks H., Olshen, R

Reference 8

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Observation 128b16ca-5800-4da2-9f25-e38409a64502 · outbound

This paper cites The Effects of Data Quality on Machine Learning Performance , 2022.

LossVal: Efficient Data Valuation for Neural Networks The Effects of Data Quality on Machine Learning Performance , 2022

Reference 9

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This paper cites CHG Shapley : Efficient Data Valuation and Selection towards Trustworthy Machine Learning , June 2024.

LossVal: Efficient Data Valuation for Neural Networks CHG Shapley : Efficient Data Valuation and Selection towards Trustworthy Machine Learning , June 2024

Reference 10

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This paper cites and Lemaire, V.

LossVal: Efficient Data Valuation for Neural Networks and Lemaire, V

Reference 11

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This paper cites Data evaluation and enhancement for quality improvement of machine learning.

LossVal: Efficient Data Valuation for Neural Networks Data evaluation and enhancement for quality improvement of machine learning

Reference 12

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LossVal: Efficient Data Valuation for Neural Networks Unresolved cited work

Reference 13

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Observation 46fc5961-d0a1-47fd-a1ee-d773857163dd · outbound

This paper cites Towards Model-based Pricing for Machine Learning in a Data Marketplace.

LossVal: Efficient Data Valuation for Neural Networks Towards Model-based Pricing for Machine Learning in a Data Marketplace

Reference 14

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LossVal: Efficient Data Valuation for Neural Networks Precedence- Constrained Winter Value for Effective Graph Data Valuation , March 2024

Reference 15

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LossVal: Efficient Data Valuation for Neural Networks Unresolved cited work

Reference 16

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Observation e8662e13-17b0-4ca8-ab4a-17b9a4f0ff6f · outbound

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LossVal: Efficient Data Valuation for Neural Networks Unresolved cited work

Reference 17

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LossVal: Efficient Data Valuation for Neural Networks Unresolved cited work

Reference 18

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This paper cites Sinkhorn Distances : Lightspeed Computation of Optimal Transport.

LossVal: Efficient Data Valuation for Neural Networks Sinkhorn Distances : Lightspeed Computation of Optimal Transport

Reference 19

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LossVal: Efficient Data Valuation for Neural Networks Euro NCAP database

Reference 20

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Observation 1f560d71-e9c7-44b6-9606-1630b3ce9550 · outbound

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LossVal: Efficient Data Valuation for Neural Networks J., Mills, G

Reference 21

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LossVal: Efficient Data Valuation for Neural Networks and Zhang, C

Reference 22

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LossVal: Efficient Data Valuation for Neural Networks Interpolating between Optimal Transport and MMD using Sinkhorn Divergences

Reference 23

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LossVal: Efficient Data Valuation for Neural Networks OpenML-CTR23 -- A curated tabular regression benchmarking suite

Reference 24

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LossVal: Efficient Data Valuation for Neural Networks Unresolved cited work

Reference 25

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LossVal: Efficient Data Valuation for Neural Networks Learning with Drift Detection

Reference 26

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This paper cites DU-Shapley : A Shapley Value Proxy for Efficient Dataset Valuation , June 2023.

LossVal: Efficient Data Valuation for Neural Networks DU-Shapley : A Shapley Value Proxy for Efficient Dataset Valuation , June 2023

Reference 27

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Observation 236a6b17-79bd-4181-83fa-12f989cd9abb · outbound

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LossVal: Efficient Data Valuation for Neural Networks and Zou, J

Reference 28

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Observation be303252-8fec-48aa-80e9-35fbf52524c7 · outbound

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LossVal: Efficient Data Valuation for Neural Networks A Distributional Framework For Data Valuation

Reference 29

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LossVal: Efficient Data Valuation for Neural Networks Structural optimization for crash pulse

Reference 30

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LossVal: Efficient Data Valuation for Neural Networks F., Hase, P., Bansal, M., and Xiong, C

Reference 31

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LossVal: Efficient Data Valuation for Neural Networks Simfluence: Modeling the Influence of Individual Training Examples by Simulating Training Runs , March 2023

Reference 32

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LossVal: Efficient Data Valuation for Neural Networks and Lowd, D

Reference 33

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LossVal: Efficient Data Valuation for Neural Networks O., Belin, M.- ., and Lundgren, B

Reference 34

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LossVal: Efficient Data Valuation for Neural Networks Unresolved cited work

Reference 35

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LossVal: Efficient Data Valuation for Neural Networks A study on ride-down efficiency and occupant responses in high speed crash tests

Reference 36

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LossVal: Efficient Data Valuation for Neural Networks T., and Jia, R

Reference 37

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LossVal: Efficient Data Valuation for Neural Networks A., Gurel, N

Reference 38

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Observation aaa23f79-2ced-4ce0-895a-d38bb48c9f68 · outbound

This paper cites Scalability vs.

LossVal: Efficient Data Valuation for Neural Networks Scalability vs

Reference 39

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T21:47:39.029279Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=arxiv_source observed=2026-08-11T21:47:36.355058Z digest=sha256:13bfe4030b4e801812a3ff4964b64cd00d5b0ecfd890d455dc7e5c3fac89aa1d

Observation 6c227672-a829-4f52-8262-b33e894b59b5 · outbound

This paper cites F., Liang, W., Zou, J., and Kwon, Y.

LossVal: Efficient Data Valuation for Neural Networks F., Liang, W., Zou, J., and Kwon, Y

Reference 40

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T21:47:39.013566Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=arxiv_source observed=2026-08-11T21:47:36.359472Z digest=sha256:70a9fa9daa3d7f8a00cdf726f8cfe5253746f427827744657ae3f42f53a9164d

Observation 43177e3f-5137-41e6-a515-29f5d6b48cb2 · outbound

This paper cites A., Kang, F., Wang, J.

LossVal: Efficient Data Valuation for Neural Networks A., Kang, F., Wang, J

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T21:47:38.997722Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=arxiv_source observed=2026-08-11T21:47:36.364096Z digest=sha256:5191a2b491e9d094fb3b507ba62d8ea072898c16ac642b5f8bc7a91f12ec7f27

Observation 96fd08b4-389d-48de-981e-8dc642a6093a · outbound

This paper cites SAVA : Scalable Learning-Agnostic Data Valuation , June 2024.

LossVal: Efficient Data Valuation for Neural Networks SAVA : Scalable Learning-Agnostic Data Valuation , June 2024

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T21:47:38.980081Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=arxiv_source observed=2026-08-11T21:47:36.368670Z digest=sha256:426cf320b57b1ae3c477e2138e77b34afe92dedf46c90ba3a79408dd3ec9014c

Observation b7f919c8-639b-4e69-85cc-74ba496d67ba · outbound

This paper cites an unresolved cited work.

LossVal: Efficient Data Valuation for Neural Networks Unresolved cited work

Reference 43

Resolution
unresolved
no resolver link, observed 2026-08-11T21:47:36.373467Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T21:47:36.373467Z digest=sha256:a1a5650a4547ff489ec9c1dadf5594130c0e8abf2086b5f6d0c95f764c47e496

Observation b4bdabe9-5915-4567-b63a-8a21c0efb4a8 · outbound

This paper cites Efficient Estimation of Influence of a Training Instance.

LossVal: Efficient Data Valuation for Neural Networks Efficient Estimation of Influence of a Training Instance

Reference 44

Resolution
verified exact
doi, observed 2026-08-11T21:47:36.752421Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=arxiv_source observed=2026-08-11T21:47:36.377915Z digest=sha256:aa5dfa10cd97f3218ecc538b67f851b73599997022373ab0edfa44031c5cad42

Observation 25e073c2-c683-434d-9c26-5fcb673c1ab3 · outbound

This paper cites an unresolved cited work.

LossVal: Efficient Data Valuation for Neural Networks Unresolved cited work

Reference 45

Resolution
unresolved
raw_fallback, observed 2026-08-11T21:47:38.953427Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=arxiv_source observed=2026-08-11T21:47:36.382796Z digest=sha256:68f63903b5ee474ab2a495689b44ade899ae89294cb95ee79533207a52d7e582

Observation b5867b88-aa05-43ae-8e32-4c2a2f3f2be4 · outbound

This paper cites W., Ang, K.-S., Teo, H.

LossVal: Efficient Data Valuation for Neural Networks W., Ang, K.-S., Teo, H

Reference 46

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T21:47:38.937658Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=arxiv_source observed=2026-08-11T21:47:36.387430Z digest=sha256:bffb3cfa63b32a1ac4f4264fe45573325ba88eb0f8210ddf3b9752d642c38838

Observation 9a2491dd-aa29-431d-bc0f-10ee4aa69da2 · outbound

This paper cites u bler, L., Gargallo, S., and Els \.

LossVal: Efficient Data Valuation for Neural Networks u bler, L., Gargallo, S., and Els \

Reference 47

Resolution
verified exact
doi, observed 2026-08-11T21:47:36.736416Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=arxiv_source observed=2026-08-11T21:47:36.391924Z digest=sha256:455a486ec91a868f442a8bd9b69f7cf86e8572e8d0b0e1e34e8aef27577d6ffa

Observation 8e3eeed4-fc29-4fa2-aef6-8274f9fa0626 · outbound

This paper cites Self- Paced Learning for Latent Variable Models.

LossVal: Efficient Data Valuation for Neural Networks Self- Paced Learning for Latent Variable Models

Reference 48

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T21:47:38.922367Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=arxiv_source observed=2026-08-11T21:47:36.396411Z digest=sha256:18acb741a81d2df69b2ae2193728147f6798b8b7c04960191a431e34893ebacc

Observation 2b111f81-f382-4b8c-aa80-da5a56bf2006 · outbound

This paper cites and Zou, J.

LossVal: Efficient Data Valuation for Neural Networks and Zou, J

Reference 49

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T21:47:38.907295Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=arxiv_source observed=2026-08-11T21:47:36.400893Z digest=sha256:723b7be4de93d167442dc73dd6146684676a99f9d4b258b77a99f69c209e6474

Observation 167cfb89-1faa-45a5-8267-c33eed9e6f87 · outbound

This paper cites and Zou, J.

LossVal: Efficient Data Valuation for Neural Networks and Zou, J

Reference 50

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T21:47:38.892252Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=arxiv_source observed=2026-08-11T21:47:36.405400Z digest=sha256:24b44e42656dc6a2ae71a6e5dc2d547662993fec72067f890b4969b6d3630f9b

Observation 219167fd-7762-4c47-8e52-70191d4a3824 · outbound

This paper cites Y., Miklau, G., and Suciu, D.

LossVal: Efficient Data Valuation for Neural Networks Y., Miklau, G., and Suciu, D

Reference 51

Resolution
unresolved
no resolver link, observed 2026-08-11T21:47:36.410039Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T21:47:36.410039Z digest=sha256:231c75576e4f6fd8b2373eb9b7dd2e55deb00da2a9d72050027e2526d8d979ac

Observation 8247e227-fe72-45c0-8ca6-4b3c0dc16c8b · outbound

This paper cites Neural Dynamic Data Valuation , June 2024.

LossVal: Efficient Data Valuation for Neural Networks Neural Dynamic Data Valuation , June 2024

Reference 52

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T21:47:38.876597Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=arxiv_source observed=2026-08-11T21:47:36.414713Z digest=sha256:e49707badca5625335838294c5af1369acdb457135b1e5794b5d5ec478e08b84

Observation 9ab18978-db4c-487c-896d-968b0c1e55f1 · outbound

This paper cites Measuring the Effect of Training Data on Deep Learning Predictions via Randomized Experiments , June 2022.

LossVal: Efficient Data Valuation for Neural Networks Measuring the Effect of Training Data on Deep Learning Predictions via Randomized Experiments , June 2022

Reference 53

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T21:47:38.860646Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=arxiv_source observed=2026-08-11T21:47:36.419141Z digest=sha256:75def02807f353983871228a58c7da8853a1f95048da4fc9eb283f26992894cd

Observation ec8970e0-c794-4b00-ba07-80d3bcc279cd · outbound

This paper cites Focal Loss for Dense Object Detection , February 2018.

LossVal: Efficient Data Valuation for Neural Networks Focal Loss for Dense Object Detection , February 2018

Reference 54

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T21:47:38.842883Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=arxiv_source observed=2026-08-11T21:47:36.423675Z digest=sha256:5d2741cc6000fec53c9aace0166fd479c448bfac02ced81d297bd99d0f73a558

Observation 0d225db4-63e2-4576-8d97-2a0aa8619edd · outbound

This paper cites an unresolved cited work.

LossVal: Efficient Data Valuation for Neural Networks Unresolved cited work

Reference 55

Resolution
unresolved
raw_fallback, observed 2026-08-11T21:47:38.825261Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=arxiv_source observed=2026-08-11T21:47:36.428311Z digest=sha256:53ae29f573afc5d7f858753862130dbfa0a436ad04515b01edfda64ca798287b

Observation d012b15e-ce65-4806-88be-653d280127b4 · outbound

This paper cites Damage Prediction and Crashworthiness Optimization of FOBEVs in Positive Crashes for Battery Electric Vehicles.

LossVal: Efficient Data Valuation for Neural Networks Damage Prediction and Crashworthiness Optimization of FOBEVs in Positive Crashes for Battery Electric Vehicles

Reference 56

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T21:47:38.809108Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=arxiv_source observed=2026-08-11T21:47:36.432697Z digest=sha256:daf9f6feef3b3cbef7c3bbaf76902b19800e58164ceb3fa9f9705926c65d2b15

Observation 1f3e0932-f145-47b6-a788-870909314a68 · outbound

This paper cites an unresolved cited work.

LossVal: Efficient Data Valuation for Neural Networks Unresolved cited work

Reference 57

Resolution
unresolved
raw_fallback, observed 2026-08-11T21:47:38.792685Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=arxiv_source observed=2026-08-11T21:47:36.437501Z digest=sha256:292c2ecb93c277cffe98dba2d82f40a1d8bfc9f8e36c47ff7d7f0ae01c9b4f77

Observation 5cd607c9-18ce-4c7f-ba68-51ad0ced223e · outbound

This paper cites D., and Vielhaber, M.

LossVal: Efficient Data Valuation for Neural Networks D., and Vielhaber, M

Reference 58

Resolution
verified exact
doi, observed 2026-08-11T21:47:36.720204Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=arxiv_source observed=2026-08-11T21:47:36.442203Z digest=sha256:08ad3cdee1d6dea7ef5cd59218e9492a6d661418b4ba652fcc595579999c9c12

Observation b9482912-5768-4f93-943f-b45f26c837ef · outbound

This paper cites M., and Poor, H.

LossVal: Efficient Data Valuation for Neural Networks M., and Poor, H

Reference 59

Resolution
unresolved
no resolver link, observed 2026-08-11T21:47:36.447311Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T21:47:36.447311Z digest=sha256:b0c9085ee5971547f7657e8b7cb2fd9a2f05c79d2879677485fe1945680d6752

Observation 9fd57e2f-6242-4c30-91cb-5670d3a8cdef · outbound

This paper cites Interpretable Machine Learning : A Guide for Making Black Box Models Explainable.

LossVal: Efficient Data Valuation for Neural Networks Interpretable Machine Learning : A Guide for Making Black Box Models Explainable

Reference 60

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T21:47:38.776796Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=arxiv_source observed=2026-08-11T21:47:36.451847Z digest=sha256:0e4a01d754b95a048527fac3ca437c946c4d6927a4ff7ef7d1012b05db04a3d9

Observation 97026d6b-08f9-453d-8467-5c80f2ed6fa3 · outbound

This paper cites Interpreting Machine Learning Models with SHAP : A Guide with Python Examples and Theory on Shapley Values.

LossVal: Efficient Data Valuation for Neural Networks Interpreting Machine Learning Models with SHAP : A Guide with Python Examples and Theory on Shapley Values

Reference 61

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T21:47:38.760862Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=arxiv_source observed=2026-08-11T21:47:36.456297Z digest=sha256:8a3a2910f4e08e84fd26b541cc29da29e105260aa7fd20ca34063440f50c7910

Observation 9a455cc9-83c3-42ca-a74c-3e5e87d5a4ef · outbound

This paper cites National highway traffic safety administration database.

LossVal: Efficient Data Valuation for Neural Networks National highway traffic safety administration database

Reference 62

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T21:47:38.745241Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=arxiv_source observed=2026-08-11T21:47:36.460731Z digest=sha256:b56d3b0ea201f47d5e56e4bb07cfa35e16a91604ce6c669880970bceff8f6d6a

Observation 759876f3-4ba7-4c0d-aafc-474d60ed62c7 · outbound

This paper cites P., Bajardi, P., and Panisson, A.

LossVal: Efficient Data Valuation for Neural Networks P., Bajardi, P., and Panisson, A

Reference 63

Resolution
unresolved
no resolver link, observed 2026-08-11T21:47:36.465342Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T21:47:36.465342Z digest=sha256:7d6cad476123da23c599455474a7abefe41b906cace6a10bf0b73075c35aa835

Observation 93266783-c999-41e5-863e-ff29fc4d56fe · outbound

This paper cites an unresolved cited work.

LossVal: Efficient Data Valuation for Neural Networks Unresolved cited work

Reference 64

Resolution
unresolved
no resolver link, observed 2026-08-11T21:47:36.469940Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T21:47:36.469940Z digest=sha256:1f88c966bea4e571603fd31d6976a1aebf71035c20cc4976b34f8e71d1474d8b

Observation cd8cdd27-49d0-40dc-9ab0-f0b2a39c7b48 · outbound

This paper cites M., Georgiev, K., Ilyas, A., Leclerc, G., and Madry, A.

LossVal: Efficient Data Valuation for Neural Networks M., Georgiev, K., Ilyas, A., Leclerc, G., and Madry, A

Reference 65

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T21:47:38.727036Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=arxiv_source observed=2026-08-11T21:47:36.474828Z digest=sha256:33209f5ff3ed8e1eaf827daad57b12ed85548927f995afcb323a3baa0085ce6d

Observation 409c936a-1936-4aa4-8051-f41a8b13d921 · outbound

This paper cites an unresolved cited work.

LossVal: Efficient Data Valuation for Neural Networks Unresolved cited work

Reference 66

Resolution
unresolved
raw_fallback, observed 2026-08-11T21:47:38.711763Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=arxiv_source observed=2026-08-11T21:47:36.479440Z digest=sha256:b7de5e6fd29bd75ed7908b3a1a4456ea9dc65c2e71acee0559e06bcaa7aa9bde

Observation 86f029a3-aaa9-4da1-84ce-a7551e91eccc · outbound

This paper cites Estimating Training Data Influence by Tracing Gradient Descent.

LossVal: Efficient Data Valuation for Neural Networks Estimating Training Data Influence by Tracing Gradient Descent

Reference 67

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T21:47:38.696810Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=arxiv_source observed=2026-08-11T21:47:36.484512Z digest=sha256:b3285700c717dd80804c95839d4797e4a19502b6a39cac60e426eb6975172343

Observation e491b679-1d85-4eeb-83e1-3b795bdc4013 · outbound

This paper cites Modell zur Prognose von Dummybelastungen f \"u r eine effiziente Auslegung der Passiven Sicherheit von Fahrzeugen , 2024.

LossVal: Efficient Data Valuation for Neural Networks Modell zur Prognose von Dummybelastungen f \"u r eine effiziente Auslegung der Passiven Sicherheit von Fahrzeugen , 2024

Reference 68

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T21:47:38.680813Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=arxiv_source observed=2026-08-11T21:47:36.489105Z digest=sha256:39b910290b1791d0636f2eb3f9840779d39582c168c084cba1e0d3068739efb0

Observation 467912d6-a43a-444d-b361-00de7981e630 · outbound

This paper cites K., Maurer, S.

LossVal: Efficient Data Valuation for Neural Networks K., Maurer, S

Reference 69

Resolution
verified exact
doi, observed 2026-08-11T21:47:36.704190Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=arxiv_source observed=2026-08-11T21:47:36.493925Z digest=sha256:de3036f8a1c87d8d52b4d4a5946b57958491a17dfef518ac8d784ba0622efd54

Observation 02e67727-a210-42bf-a624-216d7fc1990e · outbound

This paper cites Data Markets to support AI for All : Pricing , Valuation and Governance , May 2019.

LossVal: Efficient Data Valuation for Neural Networks Data Markets to support AI for All : Pricing , Valuation and Governance , May 2019

Reference 70

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T21:47:38.665007Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=arxiv_source observed=2026-08-11T21:47:36.498991Z digest=sha256:69132e8a7b51c5112ddcbb6e3b8d27c1d20b0eb09cee15b6da2ec228304ee2c4

Observation bcdc7bb7-2b3a-448b-aece-f78cb740f0d0 · outbound

This paper cites P., Yang, H.-J., Zhu, J., Liu, Y., Stancu, I., and McGregor, G.

LossVal: Efficient Data Valuation for Neural Networks P., Yang, H.-J., Zhu, J., Liu, Y., Stancu, I., and McGregor, G

Reference 71

Resolution
unresolved
no resolver link, observed 2026-08-11T21:47:36.503559Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T21:47:36.503559Z digest=sha256:5667fe88b9bcbe99b01f4a9d1276edf9cd9f484afa1ffa57c570158ec70a7cda

Observation 815ecf6c-4488-4467-bf91-c8da133d6b48 · outbound

This paper cites Gradient Sketches for Training Data Attribution and Studying the Loss Landscape , February 2024.

LossVal: Efficient Data Valuation for Neural Networks Gradient Sketches for Training Data Attribution and Studying the Loss Landscape , February 2024

Reference 72

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T21:47:38.648576Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=arxiv_source observed=2026-08-11T21:47:36.508127Z digest=sha256:cba20f1a900214a1eddb5caea288530ea08299a1166cf90f9a69a6bb32d81d3d

Observation b8d3709d-33ec-4743-9b09-44d089bbd3d2 · outbound

This paper cites Scaling Up Influence Functions.

LossVal: Efficient Data Valuation for Neural Networks Scaling Up Influence Functions

Reference 73

Resolution
unresolved
no resolver link, observed 2026-08-11T21:47:36.512766Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T21:47:36.512766Z digest=sha256:113f8c3a60075dd34efff46b08905e8a9b53dfdfa1b71460407a4da67dd47b9c

Observation 1fc3325d-b78a-41c4-8ebb-16e1ff0052e9 · outbound

This paper cites CS-Shapley : Class-wise Shapley Values for Data Valuation in Classification.

LossVal: Efficient Data Valuation for Neural Networks CS-Shapley : Class-wise Shapley Values for Data Valuation in Classification

Reference 74

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T21:47:38.632213Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=arxiv_source observed=2026-08-11T21:47:36.517512Z digest=sha256:7f5eb38fa2afe3733bb0155063abad20631425c5e76b124ddba6b6e9b492d698

Observation 1e46e992-251a-46e9-8850-b56013ee2332 · outbound

This paper cites New Families of Solutions for the Space Time Fractional Burgers Equation.

LossVal: Efficient Data Valuation for Neural Networks New Families of Solutions for the Space Time Fractional Burgers Equation

Reference 75

Resolution
verified exact
local_arxiv, observed 2026-08-11T21:47:37.333641Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=arxiv_source observed=2026-08-11T21:47:36.522340Z digest=sha256:c9bc00a2b775d68c428ff4e759f702e89bbedced35d9bb383d44be81ff353dba

Observation 828553e1-e904-447d-a313-092dcab6a879 · outbound

This paper cites Adaptive restraint design for a diverse population through machine learning.

LossVal: Efficient Data Valuation for Neural Networks Adaptive restraint design for a diverse population through machine learning

Reference 76

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 763d2a2a-d5d8-40bd-92a4-9e9564251461 · outbound

This paper cites 2D-OOB : Attributing Data Contribution Through Joint Valuation Framework , October 2024.

LossVal: Efficient Data Valuation for Neural Networks 2D-OOB : Attributing Data Contribution Through Joint Valuation Framework , October 2024

Reference 77

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No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

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Observation d90192b5-50e1-4c3a-92e3-5307e66caa5e · outbound

This paper cites M., Chen, B., and Kankanhalli, M.

LossVal: Efficient Data Valuation for Neural Networks M., Chen, B., and Kankanhalli, M

Reference 78

Resolution
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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 3e4d32be-cb0d-48ac-a846-d98844967fc2 · outbound

This paper cites an unresolved cited work.

LossVal: Efficient Data Valuation for Neural Networks Unresolved cited work

Reference 79

Resolution
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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation bfdb11d0-85d9-4b02-a831-83fecb94011d · outbound

This paper cites Private Data Valuation and Fair Payment in Data Marketplaces , February 2023.

LossVal: Efficient Data Valuation for Neural Networks Private Data Valuation and Fair Payment in Data Marketplaces , February 2023

Reference 80

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

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Observation f4a3af35-dc4b-43d6-a65f-c976f736524f · outbound

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LossVal: Efficient Data Valuation for Neural Networks Unresolved cited work

Reference 81

Resolution
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

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Observation 59aee53a-efd4-4246-a797-a73468432305 · outbound

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LossVal: Efficient Data Valuation for Neural Networks Unresolved cited work

Reference 82

Resolution
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

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Observation 55d001a1-6362-44e3-9993-31518bc4b947 · outbound

This paper cites T., Mittal, P., Song, D., and Jia, R.

LossVal: Efficient Data Valuation for Neural Networks T., Mittal, P., Song, D., and Jia, R

Reference 83

Resolution
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

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Observation 16ad37b4-6c87-4eab-9532-352896e0d82e · outbound

This paper cites A Comprehensive Survey of Loss Functions in Machine Learning.

LossVal: Efficient Data Valuation for Neural Networks A Comprehensive Survey of Loss Functions in Machine Learning

Reference 84

Resolution
verified exact
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

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Observation 5b0a6b24-bc96-4db8-b856-3d2a2b15ccd7 · outbound

This paper cites an unresolved cited work.

LossVal: Efficient Data Valuation for Neural Networks Unresolved cited work

Reference 85

Resolution
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

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Observation f36c7f50-277b-4a50-a6aa-16f98bb970c0 · outbound

This paper cites S., and Bilkhu, S.

LossVal: Efficient Data Valuation for Neural Networks S., and Bilkhu, S

Reference 86

Resolution
verified exact
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=arxiv_source observed=2026-08-11T21:47:36.575823Z digest=sha256:3b2f74a6697cc4606a54780282001464318a7848e2364ae88f0a5e838ad95b60

Observation a5405bb6-0ebc-4dec-be38-841c1c7d5398 · outbound

This paper cites an unresolved cited work.

LossVal: Efficient Data Valuation for Neural Networks Unresolved cited work

Reference 87

Resolution
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

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Observation f14c1fa0-ec03-4a04-b47b-1740a4e037b5 · outbound

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LossVal: Efficient Data Valuation for Neural Networks Unresolved cited work

Reference 88

Resolution
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

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Observation f077d07f-2d32-4374-bf0b-5ebcdfe4f4c5 · outbound

This paper cites S., and Low, B.

LossVal: Efficient Data Valuation for Neural Networks S., and Low, B

Reference 89

Resolution
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=arxiv_source observed=2026-08-11T21:47:36.590568Z digest=sha256:90ff3bdbbdbbadbf553f8cfe088599a496364f7c1774aedfd71b90a183d224ad

Observation cfef9d14-c0d2-4592-a8d4-a915bff06ed7 · outbound

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LossVal: Efficient Data Valuation for Neural Networks Unresolved cited work

Reference 90

Resolution
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

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Observation 5d415dc8-a655-4d85-92d7-6c57249f61a5 · outbound

This paper cites E.-H., and Ravikumar, P.

LossVal: Efficient Data Valuation for Neural Networks E.-H., and Ravikumar, P

Reference 91

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

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Observation ca0d6736-32d9-408d-b01b-d871898c12c8 · outbound

This paper cites Who's responsible? Jointly quantifying the contribution of the learning algorithm and data.

LossVal: Efficient Data Valuation for Neural Networks Who's responsible? Jointly quantifying the contribution of the learning algorithm and data

Reference 92

Resolution
unresolved
no resolver link, observed 2026-08-11T21:47:36.605285Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T21:47:36.605285Z digest=sha256:5ba837abf13a46ca6f1b4a4752350e3150533f9f0263d0acaa25a99e5bc456bc

Observation 12983e67-2544-4ab3-bd24-a873d820b193 · outbound

This paper cites Data Valuation using Reinforcement Learning.

LossVal: Efficient Data Valuation for Neural Networks Data Valuation using Reinforcement Learning

Reference 93

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

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Observation 98b62b0c-5f96-43e3-b4fc-cd10d8bf6f52 · outbound

This paper cites Towards Data Valuation via Asymmetric Data Shapley , November 2024.

LossVal: Efficient Data Valuation for Neural Networks Towards Data Valuation via Asymmetric Data Shapley , November 2024

Reference 94

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T21:47:38.415379Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=arxiv_source observed=2026-08-11T21:47:36.615134Z digest=sha256:d9aa2a9de104f1c6986ddb06a689b7be8fb6e80c62c27c288bae8ace155ea0b0

Pith citing papers

Observation 9f732d40-5ea5-4659-a71f-c7350e0a4ea9 · inbound

KAIROS: Scalable Model-Agnostic Data Valuation cites this paper.

KAIROS: Scalable Model-Agnostic Data Valuation LossVal: Efficient Data Valuation for Neural Networks

Reference 61

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

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