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Paper Citation Record · LEDGER

Data Heterogeneity Modeling for Trustworthy Machine Learning

As of 15 August 2026, this Paper Citation Record lists 100 of 100 outbound references and 0 inbound Pith citation observations for arXiv:2506.00969.

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

pith.paper-citation-record.v1
2506.00969 v1

Coverage vector

measured 100 of 100 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T11:58:44.400023Z

measured 100 of 100 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-15T06:32:42.880941+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 100 outbound references displayed

  • verified exact2
  • verified fuzzy7
  • unresolved91
  • parse uncertain0
  • malformed identifier0
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External citation measurements

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Outbound references

Observation d0104d3f-4806-44ff-8e14-93c13da261f7 · outbound

This paper cites an unresolved cited work.

Data Heterogeneity Modeling for Trustworthy Machine Learning Unresolved cited work

Reference 1

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Observation 5f881848-35e6-488e-8fc5-84b61c1c4306 · outbound

This paper cites an unresolved cited work.

Data Heterogeneity Modeling for Trustworthy Machine Learning Unresolved cited work

Reference 2

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Observation 214a915e-ae86-40af-a0c2-8cf8d28c2a4b · outbound

This paper cites Invariant Risk Minimization.

Data Heterogeneity Modeling for Trustworthy Machine Learning Invariant Risk Minimization

Reference 3

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Observation 8913aba0-4c58-4cba-86ce-8bd0504696d3 · outbound

This paper cites 2007.Stochastic simulation: algorithms and analysis.

Data Heterogeneity Modeling for Trustworthy Machine Learning 2007.Stochastic simulation: algorithms and analysis

Reference 4

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Observation 5767d15c-bdbd-4247-aa23-2936cdf30e54 · outbound

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Data Heterogeneity Modeling for Trustworthy Machine Learning Unresolved cited work

Reference 5

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Observation b5c4a902-5d52-4f00-8a85-df456b4182c6 · outbound

This paper cites an unresolved cited work.

Data Heterogeneity Modeling for Trustworthy Machine Learning Unresolved cited work

Reference 6

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Observation 45890777-ec42-4bf7-a9c1-07bc6023ac56 · outbound

This paper cites an unresolved cited work.

Data Heterogeneity Modeling for Trustworthy Machine Learning Unresolved cited work

Reference 7

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Observation c3a494cc-4ac1-44eb-a1e7-ab5aabce8651 · outbound

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Data Heterogeneity Modeling for Trustworthy Machine Learning Unresolved cited work

Reference 8

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Observation 11a02144-cedc-48c5-a092-df859acf1f35 · outbound

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Data Heterogeneity Modeling for Trustworthy Machine Learning Unresolved cited work

Reference 9

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Observation 3686a796-6fde-48fe-bdb3-cd9db83efbb1 · outbound

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Data Heterogeneity Modeling for Trustworthy Machine Learning Unresolved cited work

Reference 10

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Observation 2f115867-2166-40e9-a734-5b4d4805b3e6 · outbound

This paper cites Diagnosing Model Performance Under Distribution Shift.

Data Heterogeneity Modeling for Trustworthy Machine Learning Diagnosing Model Performance Under Distribution Shift

Reference 11

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Observation 06c42f36-c6a8-4fa2-9197-b5257f6a99b0 · outbound

This paper cites Distributionally Robust Optimization and Robust Statistics.

Data Heterogeneity Modeling for Trustworthy Machine Learning Distributionally Robust Optimization and Robust Statistics

Reference 12

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Observation 3ba0adcc-6cbe-4573-8090-28e24ee04472 · outbound

This paper cites an unresolved cited work.

Data Heterogeneity Modeling for Trustworthy Machine Learning Unresolved cited work

Reference 13

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This paper cites an unresolved cited work.

Data Heterogeneity Modeling for Trustworthy Machine Learning Unresolved cited work

Reference 14

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Observation 9e00c426-979d-45d4-878d-73620d0f4f66 · outbound

This paper cites Pareto Invariant Risk Minimization: Towards Mitigating the Optimization Dilemma in Out-of-Distribution Generalization.

Data Heterogeneity Modeling for Trustworthy Machine Learning Pareto Invariant Risk Minimization: Towards Mitigating the Optimization Dilemma in Out-of-Distribution Generalization

Reference 15

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Observation ce24afac-ce51-4823-96fe-f53700ff4f15 · outbound

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Data Heterogeneity Modeling for Trustworthy Machine Learning Unresolved cited work

Reference 16

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Observation da9b579d-1255-4718-9fae-2e39cbee312d · outbound

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Data Heterogeneity Modeling for Trustworthy Machine Learning Unresolved cited work

Reference 17

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Observation 5b20ae78-be9d-4f32-b2f6-a015833cf678 · outbound

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Data Heterogeneity Modeling for Trustworthy Machine Learning Unresolved cited work

Reference 18

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Observation 81c0a724-519b-4467-a3a4-4538e9c56d3d · outbound

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Data Heterogeneity Modeling for Trustworthy Machine Learning Unresolved cited work

Reference 19

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Observation 54048ab5-3e64-48d6-a591-51aed8dfe897 · outbound

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Data Heterogeneity Modeling for Trustworthy Machine Learning Unresolved cited work

Reference 20

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Observation 4f6e134f-8dac-4b7d-bf97-0be64407f088 · outbound

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Data Heterogeneity Modeling for Trustworthy Machine Learning Unresolved cited work

Reference 21

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Observation d0789814-c495-4e0f-90cd-186515d965f8 · outbound

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Data Heterogeneity Modeling for Trustworthy Machine Learning Unresolved cited work

Reference 22

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Data Heterogeneity Modeling for Trustworthy Machine Learning Unresolved cited work

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Observation 78cca9db-efa9-4ed5-87b1-1c00d9678607 · outbound

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Data Heterogeneity Modeling for Trustworthy Machine Learning Unresolved cited work

Reference 24

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Data Heterogeneity Modeling for Trustworthy Machine Learning Unresolved cited work

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Data Heterogeneity Modeling for Trustworthy Machine Learning Unresolved cited work

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Observation 05706431-eb59-474d-a59e-e70f99da3586 · outbound

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Data Heterogeneity Modeling for Trustworthy Machine Learning Unresolved cited work

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Observation acfbd952-4100-4250-b39e-6e859a94fbe2 · outbound

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Data Heterogeneity Modeling for Trustworthy Machine Learning Unresolved cited work

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Observation de9cac41-5087-4d85-a730-e9def9a7598e · outbound

This paper cites Subgroup Robustness Grows On Trees: An Empirical Baseline Investigation.

Data Heterogeneity Modeling for Trustworthy Machine Learning Subgroup Robustness Grows On Trees: An Empirical Baseline Investigation

Reference 29

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Observation 0a867302-78d8-4880-ba08-5cecf3659234 · outbound

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Data Heterogeneity Modeling for Trustworthy Machine Learning Unresolved cited work

Reference 30

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Observation 49668fd1-1a9f-4bed-8f6f-dfe34b11ccdc · outbound

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Data Heterogeneity Modeling for Trustworthy Machine Learning Studying Large Language Model Generalization with Influence Functions

Reference 31

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Observation 4020116e-803d-4dc8-8ad0-9c3daed14a8e · outbound

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Data Heterogeneity Modeling for Trustworthy Machine Learning LADDER: Language-Driven Slice Discovery and Error Rectification in Vision Classifiers

Reference 32

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Observation bd9987cd-6c09-4ab1-93d0-268902378cf1 · outbound

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Data Heterogeneity Modeling for Trustworthy Machine Learning In Search of Lost Domain Generalization

Reference 33

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Observation af50a8ae-d17b-421c-a1d5-863fcede0d5e · outbound

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Data Heterogeneity Modeling for Trustworthy Machine Learning Unresolved cited work

Reference 34

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Observation 484c78bf-18f4-4bd5-89da-6458ac0ef53b · outbound

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Data Heterogeneity Modeling for Trustworthy Machine Learning Unresolved cited work

Reference 35

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Data Heterogeneity Modeling for Trustworthy Machine Learning Unresolved cited work

Reference 36

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Data Heterogeneity Modeling for Trustworthy Machine Learning Unresolved cited work

Reference 37

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Observation ed752186-6e41-4c64-a4ed-ae735da45922 · outbound

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Data Heterogeneity Modeling for Trustworthy Machine Learning Unresolved cited work

Reference 38

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Observation e7af7597-52a9-42f6-8385-baf447b3a807 · outbound

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Data Heterogeneity Modeling for Trustworthy Machine Learning Unresolved cited work

Reference 39

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Observation 284b045a-4e79-4714-88a4-e369e4a0f120 · outbound

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Data Heterogeneity Modeling for Trustworthy Machine Learning Unresolved cited work

Reference 40

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Observation bd980eab-be96-49b4-b918-5ce12d052e80 · outbound

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Data Heterogeneity Modeling for Trustworthy Machine Learning Unresolved cited work

Reference 41

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raw_fallback, observed 2026-08-07T11:58:56.875739Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-07T11:58:36.882523Z digest=sha256:bd2c8c9cb817b677256bee028b19254971947d097c095757675e68189a269879

Observation 7e88d332-58b8-4f25-a7b5-94173d9670cb · outbound

This paper cites an unresolved cited work.

Data Heterogeneity Modeling for Trustworthy Machine Learning Unresolved cited work

Reference 42

Resolution
unresolved
raw_fallback, observed 2026-08-07T11:58:56.383197Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-07T11:58:37.421447Z digest=sha256:1a1c25cdb1ddb4eee175341c99fe094cbc6595590ae2994af4f9454bd092038f

Observation 3e891025-1ed6-4357-8d33-fa1a68cd0769 · outbound

This paper cites an unresolved cited work.

Data Heterogeneity Modeling for Trustworthy Machine Learning Unresolved cited work

Reference 43

Resolution
unresolved
no resolver link, observed 2026-08-07T11:58:37.521381Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T11:58:37.521381Z digest=sha256:b2ca0090b70d1dce8614915becc917d8724f0f1898523c335f210d54937d3ddf

Observation d0d3168a-6062-4351-9539-1e35d08cc94b · outbound

This paper cites an unresolved cited work.

Data Heterogeneity Modeling for Trustworthy Machine Learning Unresolved cited work

Reference 44

Resolution
unresolved
raw_fallback, observed 2026-08-07T11:58:56.633919Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-07T11:58:37.269632Z digest=sha256:7cd7d89957c98d0e0aeda3063e93989e3d6021323f85df7600aea0d090c05172

Observation 7ce5e286-539a-4ac9-b5e1-f9520655feba · outbound

This paper cites an unresolved cited work.

Data Heterogeneity Modeling for Trustworthy Machine Learning Unresolved cited work

Reference 45

Resolution
unresolved
raw_fallback, observed 2026-08-07T11:58:55.850046Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-07T11:58:37.732374Z digest=sha256:7259aa6eed48cc20101c683d488d492ca3c4a4c6444b2d4a4a2111fdd077c5af

Observation 7f80c2f0-c58e-4d06-818c-c45d1897e9e7 · outbound

This paper cites an unresolved cited work.

Data Heterogeneity Modeling for Trustworthy Machine Learning Unresolved cited work

Reference 46

Resolution
unresolved
raw_fallback, observed 2026-08-07T11:58:55.579854Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-07T11:58:37.842390Z digest=sha256:5ce11b19b1c210c52c5ca27752da87d56bbb09b9e96f7ead445d8736be1bb5db

Observation 64d876f6-8974-4509-a0ed-c00f48cc509e · outbound

This paper cites an unresolved cited work.

Data Heterogeneity Modeling for Trustworthy Machine Learning Unresolved cited work

Reference 47

Resolution
unresolved
raw_fallback, observed 2026-08-07T11:58:56.107735Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-07T11:58:37.623123Z digest=sha256:c5d0a6f4aaaa64299b407d042f0900e2fb5309140384305ed4b96db5c89ce530

Observation f135112d-7fc3-44d4-935d-e957804b1ccd · outbound

This paper cites an unresolved cited work.

Data Heterogeneity Modeling for Trustworthy Machine Learning Unresolved cited work

Reference 48

Resolution
unresolved
raw_fallback, observed 2026-08-07T11:58:55.110734Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-07T11:58:38.046739Z digest=sha256:604084b3337c6d8435a68cba7a934ec2dd6011b1c6dd8e6c2d80f9cac3c7a96c

Observation 9361f834-f87e-4e90-814e-7c82437f690c · outbound

This paper cites an unresolved cited work.

Data Heterogeneity Modeling for Trustworthy Machine Learning Unresolved cited work

Reference 49

Resolution
unresolved
raw_fallback, observed 2026-08-07T11:58:54.867250Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-07T11:58:38.209007Z digest=sha256:e2467f8c7bc564e2247a72ccaeca847fc03b49e71d50e0207855549fd8cb2873

Observation db951274-46e6-4eca-803c-8655486c2afe · outbound

This paper cites an unresolved cited work.

Data Heterogeneity Modeling for Trustworthy Machine Learning Unresolved cited work

Reference 50

Resolution
unresolved
raw_fallback, observed 2026-08-07T11:58:55.340079Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-07T11:58:37.923928Z digest=sha256:9715504dd1523c8c9ee44c370015e5e1e5fa4f444c59eb6b90a0dea41ca70b6b

Observation d74e2928-6ac5-4148-a8ac-1a32ef0c944e · outbound

This paper cites an unresolved cited work.

Data Heterogeneity Modeling for Trustworthy Machine Learning Unresolved cited work

Reference 51

Resolution
unresolved
raw_fallback, observed 2026-08-07T11:58:54.456389Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-07T11:58:38.589416Z digest=sha256:eb26d9dce75c063ad5a8e9b55a0e1430ca75b9888c4244f53037ebd82179a68c

Observation 7780b25f-1d21-460c-b592-6154f7f41997 · outbound

This paper cites an unresolved cited work.

Data Heterogeneity Modeling for Trustworthy Machine Learning Unresolved cited work

Reference 52

Resolution
unresolved
raw_fallback, observed 2026-08-07T11:58:54.196721Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-07T11:58:38.724065Z digest=sha256:dd25ea83a51b725cf7f69a36462ba2520a454890fab7aa640bdd01ea6365f123

Observation 5ea280d8-5fff-43a6-94b5-d15e243d998c · outbound

This paper cites an unresolved cited work.

Data Heterogeneity Modeling for Trustworthy Machine Learning Unresolved cited work

Reference 53

Resolution
unresolved
raw_fallback, observed 2026-08-07T11:58:54.620780Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-07T11:58:38.357482Z digest=sha256:872430aa5189ae744a7b551a00f8ad0900aae63642bc6642ba2701c93c688892

Observation db442fe1-6f3c-426a-a0c5-35fbd7be84ed · outbound

This paper cites an unresolved cited work.

Data Heterogeneity Modeling for Trustworthy Machine Learning Unresolved cited work

Reference 54

Resolution
unresolved
raw_fallback, observed 2026-08-07T11:58:53.685837Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-07T11:58:38.971005Z digest=sha256:f0be39ee54076f38cd8565af153d14979f10d166ad9b06ccbc45934772e6dfdf

Observation b96e90e1-5077-462c-97b5-4b360f8606fb · outbound

This paper cites an unresolved cited work.

Data Heterogeneity Modeling for Trustworthy Machine Learning Unresolved cited work

Reference 55

Resolution
unresolved
raw_fallback, observed 2026-08-07T11:58:53.518488Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-07T11:58:39.102584Z digest=sha256:39ca28385954c1beab1bcf30842e01a1a17a3072ced01bbac1cbcc79342265af

Observation 24386603-55a4-423f-86fc-a2e44c4a179f · outbound

This paper cites an unresolved cited work.

Data Heterogeneity Modeling for Trustworthy Machine Learning Unresolved cited work

Reference 56

Resolution
unresolved
raw_fallback, observed 2026-08-07T11:58:53.247405Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-07T11:58:39.203044Z digest=sha256:6c32c7d3a964dea86a86e43a3a879ec77caea9739e000ee2dc85aae37d16d722

Observation 30a439cd-efe4-4ea6-b635-f027cbf53eab · outbound

This paper cites an unresolved cited work.

Data Heterogeneity Modeling for Trustworthy Machine Learning Unresolved cited work

Reference 57

Resolution
unresolved
raw_fallback, observed 2026-08-07T11:58:53.920608Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-07T11:58:38.829400Z digest=sha256:7d3a7aca72ffde757ba6eacd662be56c68fa61045ebbcdb0411c592ff4423908

Observation 4c375d4a-6c25-4c06-8692-6e2cd07d322e · outbound

This paper cites an unresolved cited work.

Data Heterogeneity Modeling for Trustworthy Machine Learning Unresolved cited work

Reference 58

Resolution
unresolved
no resolver link, observed 2026-08-07T11:58:39.441458Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T11:58:39.441458Z digest=sha256:0b046fc574d14037c50cd7bda4c2c5039fecab2e7fd23dbf8f4ca836d5910965

Observation de9424ce-36bc-41f2-935e-708b55995235 · outbound

This paper cites an unresolved cited work.

Data Heterogeneity Modeling for Trustworthy Machine Learning Unresolved cited work

Reference 59

Resolution
unresolved
raw_fallback, observed 2026-08-07T11:58:52.684287Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-07T11:58:39.562253Z digest=sha256:bb476b84935536306fd31586edd814acbee1ca6d293109b2dc8961af2570068b

Observation 08cecb38-4f4b-4b67-924e-01ef3a4da577 · outbound

This paper cites an unresolved cited work.

Data Heterogeneity Modeling for Trustworthy Machine Learning Unresolved cited work

Reference 60

Resolution
unresolved
raw_fallback, observed 2026-08-07T11:58:52.471013Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-07T11:58:39.632092Z digest=sha256:2bbb54cdb46eee36bc84bfa44801f1be670ac79d8666ab87e4788c94fdc8ffc7

Observation 23290181-bd37-4958-a12d-c1d5ccedfe52 · outbound

This paper cites an unresolved cited work.

Data Heterogeneity Modeling for Trustworthy Machine Learning Unresolved cited work

Reference 61

Resolution
unresolved
raw_fallback, observed 2026-08-07T11:58:52.907746Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-07T11:58:39.316579Z digest=sha256:dc6a527419d95e11b47f3effe6d1126d6510d1b8207ed34539a957087f736fd5

Observation c0aeb92f-e01d-42f4-b44a-27aaaa675b7e · outbound

This paper cites Everyone wants to do the model work, not the data work.

Data Heterogeneity Modeling for Trustworthy Machine Learning Everyone wants to do the model work, not the data work

Reference 62

Resolution
unresolved
no resolver link, observed 2026-08-07T11:58:39.923093Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T11:58:39.923093Z digest=sha256:0b0cfdedfb906ccc97bf4f2b33473a31cc4beca6da80dc17267d7ea4882abfb9

Observation 2ef64c62-e1b2-4c1d-9d1f-26dc123307fd · outbound

This paper cites an unresolved cited work.

Data Heterogeneity Modeling for Trustworthy Machine Learning Unresolved cited work

Reference 63

Resolution
unresolved
raw_fallback, observed 2026-08-07T11:58:52.286135Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-07T11:58:40.051954Z digest=sha256:5599665a2f05f121568f33f4b25dd44237e20be3ed9e2a3f194c6c3d60090ce5

Observation 8898d1f4-df71-47f2-b662-eda4060dfb9d · outbound

This paper cites an unresolved cited work.

Data Heterogeneity Modeling for Trustworthy Machine Learning Unresolved cited work

Reference 64

Resolution
unresolved
raw_fallback, observed 2026-08-07T11:58:52.056734Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-07T11:58:40.153339Z digest=sha256:eaf9b07dc58193f1fa1a105f6c055f14fe6f50e2f677d4f25cf2ee44b8f3793f

Observation 1d3cca8d-14fe-4298-a039-ee427160b420 · outbound

This paper cites Distributionally Robust Neural Networks for Group Shifts: On the Importance of Regularization for Worst-Case Generalization.

Data Heterogeneity Modeling for Trustworthy Machine Learning Distributionally Robust Neural Networks for Group Shifts: On the Importance of Regularization for Worst-Case Generalization

Reference 65

Resolution
unresolved
no resolver link, observed 2026-08-07T11:58:39.775596Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T11:58:39.775596Z digest=sha256:d8133e0c0a715c3ff5796b4642670e6d11ea6cd78bd92173fe18bab65b163796

Observation d59054af-291e-4973-8aae-0c9a1063a46d · outbound

This paper cites an unresolved cited work.

Data Heterogeneity Modeling for Trustworthy Machine Learning Unresolved cited work

Reference 66

Resolution
unresolved
raw_fallback, observed 2026-08-07T11:58:51.277236Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-07T11:58:40.451547Z digest=sha256:ef8bc65309e4263d2b0769858eaf51333f2ceae831dc8f2468a1d640bb88999e

Observation 434d22de-cea4-48af-92a3-5d73238e98da · outbound

This paper cites an unresolved cited work.

Data Heterogeneity Modeling for Trustworthy Machine Learning Unresolved cited work

Reference 67

Resolution
unresolved
raw_fallback, observed 2026-08-07T11:58:51.042138Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-07T11:58:40.561266Z digest=sha256:f60dea2c58caaf7096517bdb264450725512c60322f65c198fc45244ffb16470

Observation 1d23353b-4828-4931-8735-97179e77937a · outbound

This paper cites Towards Out-Of-Distribution Generalization: A Survey.

Data Heterogeneity Modeling for Trustworthy Machine Learning Towards Out-Of-Distribution Generalization: A Survey

Reference 68

Resolution
unresolved
no resolver link, observed 2026-08-07T11:58:40.683751Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T11:58:40.683751Z digest=sha256:4fda195e9026566b94fd580d301be4eb3cdf2a01debf2f7ea055249b5d39368c

Observation 4543f4ef-5e25-42fd-bac8-0fb827dd2122 · outbound

This paper cites an unresolved cited work.

Data Heterogeneity Modeling for Trustworthy Machine Learning Unresolved cited work

Reference 69

Resolution
unresolved
raw_fallback, observed 2026-08-07T11:58:51.838544Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-07T11:58:40.258751Z digest=sha256:5b7cb795ea5af07ee8ba33acd7a4fee5d2b3205ca9b1667249666ff1931e97a5

Observation 5d058e22-f3ae-4ea4-9a2c-b971da7073ee · outbound

This paper cites Advances in Neural Information Processing Systems36 (2023), 74995–75008.

Data Heterogeneity Modeling for Trustworthy Machine Learning Advances in Neural Information Processing Systems36 (2023), 74995–75008

Reference 70

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:58:51.581939Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-07T11:58:40.358224Z digest=sha256:4f2535e9503dea66b1b8834eaaf096fe8ac9ca3d172803ceac7350401c24d9da

Observation 9f321146-fddf-4cbc-9344-c385ec9015e9 · outbound

This paper cites an unresolved cited work.

Data Heterogeneity Modeling for Trustworthy Machine Learning Unresolved cited work

Reference 71

Resolution
unresolved
raw_fallback, observed 2026-08-07T11:58:50.355170Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-07T11:58:41.157870Z digest=sha256:a89adc11423e23972f741f32eef6a97ded50fde15615668e5adbfcb211a2693c

Observation 07c772ed-18b7-4d62-9e12-3783fd43dfc7 · outbound

This paper cites Smith, and Yejin Choi.

Data Heterogeneity Modeling for Trustworthy Machine Learning Smith, and Yejin Choi

Reference 72

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:58:50.105126Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-07T11:58:41.275513Z digest=sha256:ab88273c5d2b9a3c574ace52f608a75d86df56955edfec2cb06052fb52a022da

Observation 04446bb4-aae6-4b0b-b3be-0b348886ff08 · outbound

This paper cites an unresolved cited work.

Data Heterogeneity Modeling for Trustworthy Machine Learning Unresolved cited work

Reference 73

Resolution
unresolved
raw_fallback, observed 2026-08-07T11:58:49.864291Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-07T11:58:41.386007Z digest=sha256:12dffb0622b2d8010b2e89c65f15138d424abcacd018e4252dd56e011b6822f2

Observation 2bbf876c-8e61-445f-bb84-955b82745641 · outbound

This paper cites an unresolved cited work.

Data Heterogeneity Modeling for Trustworthy Machine Learning Unresolved cited work

Reference 74

Resolution
unresolved
no resolver link, observed 2026-08-07T11:58:40.810844Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T11:58:40.810844Z digest=sha256:fa7c5b643c0970348998dfda5f8d477d8f76e5208c115810c38316c552294989

Observation 980acc25-9eee-47a2-897c-5481075670e5 · outbound

This paper cites an unresolved cited work.

Data Heterogeneity Modeling for Trustworthy Machine Learning Unresolved cited work

Reference 75

Resolution
unresolved
raw_fallback, observed 2026-08-07T11:58:50.749606Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-07T11:58:40.923807Z digest=sha256:7e5950fcf8c20331c92e321afdfbec862ae64f7b9b5023f1e275c79be060e2d2

Observation 58fe90d9-7e3d-49b6-9778-9afe382bdced · outbound

This paper cites an unresolved cited work.

Data Heterogeneity Modeling for Trustworthy Machine Learning Unresolved cited work

Reference 76

Resolution
unresolved
raw_fallback, observed 2026-08-07T11:58:49.054569Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-07T11:58:41.805515Z digest=sha256:14b55d952c6b00d51426276a449fade50a0c32f93458612c37beaba7050af93c

Observation 4bad5b33-baec-49eb-bc37-5d16a793fcf7 · outbound

This paper cites an unresolved cited work.

Data Heterogeneity Modeling for Trustworthy Machine Learning Unresolved cited work

Reference 77

Resolution
unresolved
no resolver link, observed 2026-08-07T11:58:41.929105Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T11:58:41.929105Z digest=sha256:6ae72f792ca1682f5c9f4c2547553b75e725d54d3aa93d078e72c6e64570da28

Observation d801b395-09bb-4a48-a282-409b0711c865 · outbound

This paper cites an unresolved cited work.

Data Heterogeneity Modeling for Trustworthy Machine Learning Unresolved cited work

Reference 78

Resolution
unresolved
no resolver link, observed 2026-08-07T11:58:42.065835Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T11:58:42.065835Z digest=sha256:6469ae78ef770c51351dc800a85412a62608962173c7d4ea12648e6a26d91721

Observation 7826b880-d9ed-4624-a190-c775ea8b4284 · outbound

This paper cites an unresolved cited work.

Data Heterogeneity Modeling for Trustworthy Machine Learning Unresolved cited work

Reference 79

Resolution
unresolved
raw_fallback, observed 2026-08-07T11:58:48.809941Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-07T11:58:42.240608Z digest=sha256:0297216b13c8273b827bf5db48252ae73f52678f6c207afc65740f5b166737bc

Observation 735ebe7e-d8f7-49eb-ab40-3920241355da · outbound

This paper cites Tipton, J.

Data Heterogeneity Modeling for Trustworthy Machine Learning Tipton, J

Reference 80

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:58:49.580907Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-07T11:58:41.531792Z digest=sha256:d6e52d5065b377172faac58051354787cad8dcee94e4d4be2d3c4f9ff3b1ad32

Observation 1d6d021a-ebe2-4a93-93d4-edaf5439d032 · outbound

This paper cites an unresolved cited work.

Data Heterogeneity Modeling for Trustworthy Machine Learning Unresolved cited work

Reference 81

Resolution
unresolved
raw_fallback, observed 2026-08-07T11:58:49.303163Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

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Observation 3f4eac09-abdf-401e-a20a-e8d47acada08 · outbound

This paper cites an unresolved cited work.

Data Heterogeneity Modeling for Trustworthy Machine Learning 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 2026-08-15T06:32:42.880941+00:00.

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Observation 62fa257e-1890-4ca2-8110-3bb13e51b247 · outbound

This paper cites an unresolved cited work.

Data Heterogeneity Modeling for Trustworthy Machine Learning Unresolved cited work

Reference 83

Resolution
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

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Observation 7dfb181e-0192-4418-a9cf-d47f2df7d8c5 · outbound

This paper cites an unresolved cited work.

Data Heterogeneity Modeling for Trustworthy Machine Learning Unresolved cited work

Reference 84

Resolution
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

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Observation 3a9b166f-7de4-4491-b01c-266595cafe5d · outbound

This paper cites an unresolved cited work.

Data Heterogeneity Modeling for Trustworthy Machine Learning 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 2026-08-15T06:32:42.880941+00:00.

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Observation 4dd04e83-369d-4ac1-a294-265ae9108f54 · outbound

This paper cites an unresolved cited work.

Data Heterogeneity Modeling for Trustworthy Machine Learning Unresolved cited work

Reference 86

Resolution
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

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Observation cf810de3-22e1-4e85-a35f-05c20988db05 · outbound

This paper cites an unresolved cited work.

Data Heterogeneity Modeling for Trustworthy Machine Learning 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 2026-08-15T06:32:42.880941+00:00.

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Observation 252f6265-ec33-4877-8adb-686eab9ca844 · outbound

This paper cites InThe Thirteenth International Conference on Learning Representations.

Data Heterogeneity Modeling for Trustworthy Machine Learning InThe Thirteenth International Conference on Learning Representations

Reference 88

Resolution
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

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Observation 3dc0ff0c-b6f9-4ff6-ba07-b55adcf33268 · outbound

This paper cites an unresolved cited work.

Data Heterogeneity Modeling for Trustworthy Machine Learning Unresolved cited work

Reference 89

Resolution
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

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Observation b7613225-cf2f-494c-81b9-276d0398bca5 · outbound

This paper cites an unresolved cited work.

Data Heterogeneity Modeling for Trustworthy Machine Learning Unresolved cited work

Reference 90

Resolution
unresolved
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

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Observation 816bd5e6-5865-477f-8edf-cf4d553ba731 · outbound

This paper cites an unresolved cited work.

Data Heterogeneity Modeling for Trustworthy Machine Learning Unresolved cited work

Reference 91

Resolution
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

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Observation 91c72977-bdd7-4b22-89ed-6b0f31f491e0 · outbound

This paper cites an unresolved cited work.

Data Heterogeneity Modeling for Trustworthy Machine Learning Unresolved cited work

Reference 92

Resolution
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

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Observation e78ae008-1c9e-4c39-978e-9baf14f91428 · outbound

This paper cites an unresolved cited work.

Data Heterogeneity Modeling for Trustworthy Machine Learning Unresolved cited work

Reference 95

Resolution
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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 9fc44396-842f-4479-8446-1b9fd3bf05d7 · outbound

This paper cites an unresolved cited work.

Data Heterogeneity Modeling for Trustworthy Machine Learning Unresolved cited work

Reference 96

Resolution
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no resolver link, observed 2026-08-07T11:58:43.751927Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T11:58:43.751927Z digest=sha256:dc07b3d7c803ee9e50a3322410cff99675e76701cf2b9db2fa924da20efe4514

Observation adfc1fac-8d4e-46eb-a438-6e2bd9eff079 · outbound

This paper cites an unresolved cited work.

Data Heterogeneity Modeling for Trustworthy Machine Learning Unresolved cited work

Reference 97

Resolution
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

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Observation d300c0d9-6724-4361-94c7-c10b4982008e · outbound

This paper cites InInternational Conference on Machine Learning.

Data Heterogeneity Modeling for Trustworthy Machine Learning InInternational Conference on Machine Learning

Reference 2020

Resolution
unresolved
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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T11:58:32.030448Z digest=sha256:9c3e89f3f8384bab36f61bb1bd72602535eac49c6ff7ec51ed05f9b243478631

Observation 32f6ce44-be7f-47f4-a071-79b4dc16cb12 · outbound

This paper cites InProceedings of the 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining.

Data Heterogeneity Modeling for Trustworthy Machine Learning InProceedings of the 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining

Reference 2022

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

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Observation 78d2be17-9dd3-4389-b919-098810fdb8d7 · outbound

This paper cites InProceedings of the AAAI Conference on Human Computation and Crowdsourcing, Vol.

Data Heterogeneity Modeling for Trustworthy Machine Learning InProceedings of the AAAI Conference on Human Computation and Crowdsourcing, Vol

Reference 2023

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:58:57.118886Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

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Observation 5e5fe40d-d2fb-4ded-b1cb-e729600bb627 · outbound

This paper cites Advances in Neural Information Processing Systems37 (2024), 128516–128555.

Data Heterogeneity Modeling for Trustworthy Machine Learning Advances in Neural Information Processing Systems37 (2024), 128516–128555

Reference 2024

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

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Observation 10181415-8ba9-4ab8-83e6-6c0bfb2c5783 · outbound

This paper cites DRO: A Python Library for Distributionally Robust Optimization in Machine Learning.

Data Heterogeneity Modeling for Trustworthy Machine Learning DRO: A Python Library for Distributionally Robust Optimization in Machine Learning

Reference 2025

Resolution
unresolved
no resolver link, observed 2026-08-07T11:58:38.461206Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T11:58:38.461206Z digest=sha256:800bc356d2ea2fad762008daf5c2b6bfb0f1bb1e0d654017464e95f4c8ba8693

Pith citing papers

No inbound Pith citation observations are available.