Paper Citation Record · LEDGER

Distributionally Robust Policy Learning under Concept Drifts

As of 18 August 2026, this Paper Citation Record lists 17 of 17 outbound references and 1 inbound Pith citation observation for arXiv:2412.14297.

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

pith.paper-citation-record.v1
2412.14297 v2

Coverage vector

measured 17 of 17 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-11T12:33:05.595975Z

measured 18 of 18 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-17T06:30:58.91139+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-15T20:36:25.373676Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-15T20:36:25.985938Z

Reference resolution

17 of 17 outbound references displayed

verified exact4
verified fuzzy4
unresolved9
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 7a6f8b27-0ded-460b-bdee-7ddf9603aec2 · outbound

This paper cites Not all distributional shifts are equal: Fine-grained robust conformal inference.

Distributionally Robust Policy Learning under Concept Drifts Not all distributional shifts are equal: Fine-grained robust conformal inference

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-11T12:33:05.514622Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d06352a4-25fd-45e0-975e-ceba5b377d9f · outbound

This paper cites Learning from a Biased Sample.

Distributionally Robust Policy Learning under Concept Drifts Learning from a Biased Sample

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-11T12:33:05.561865Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b53170a8-4593-4b02-a369-640f7044f5b4 · outbound

This paper cites Notation We use [n] to denote the discrete set {1, 2, · · ·, n} for any n ∈ Z.

Distributionally Robust Policy Learning under Concept Drifts Notation We use [n] to denote the discrete set {1, 2, · · ·, n} for any n ∈ Z

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T12:33:05.897585Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 5119cb47-f752-45d8-aeb8-52f3e7ba8bb7 · outbound

This paper cites Computation Details.

Distributionally Robust Policy Learning under Concept Drifts Computation Details

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T12:33:05.882378Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 7cf71a06-8a82-47b6-a73b-e0c85c50334c · outbound

This paper cites sup π∈Π 1 n X i∈[n] h(Zi, π(Xi)) − E h h(Zi, π(Xi)) i # = E.

Distributionally Robust Policy Learning under Concept Drifts sup π∈Π 1 n X i∈[n] h(Zi, π(Xi)) − E h h(Zi, π(Xi)) i # = E

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T12:33:05.867197Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 40b87589-7dc7-4bb8-9052-7c73662be1ff · outbound

This paper cites hard instances.

Distributionally Robust Policy Learning under Concept Drifts hard instances

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T12:33:05.852525Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 6b36af3a-e5d0-4d16-b8d2-ac1f8c23b66b · outbound

This paper cites an unresolved cited work.

Distributionally Robust Policy Learning under Concept Drifts Unresolved cited work

Reference 32

Resolution: unresolved; raw_fallback, observed 2026-08-11T12:33:05.837030Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 7e7ab563-dda8-425a-97d0-edbb8889043d · outbound

This paper cites Diagnosing Model Performance Under Distribution Shift.

Distributionally Robust Policy Learning under Concept Drifts Diagnosing Model Performance Under Distribution Shift

Reference 1964

Resolution: unresolved; no resolver link, observed 2026-08-11T12:33:05.557445Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b1e6bd8e-2fb6-45d1-9c37-540733502eaf · outbound

This paper cites Distributionally Robust Policy Evaluation under General Covariate Shift in Contextual Bandits.

Distributionally Robust Policy Learning under Concept Drifts Distributionally Robust Policy Evaluation under General Covariate Shift in Contextual Bandits

Reference 1993

Resolution: verified exact; local_arxiv, observed 2026-08-11T12:33:05.770058Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation e15db5fc-317f-45c9-9c63-da22a772ef92 · outbound

This paper cites Bounds on the conditional and average treatment effect with unobserved confounding factors.

Distributionally Robust Policy Learning under Concept Drifts Bounds on the conditional and average treatment effect with unobserved confounding factors

Reference 1996

Resolution: unresolved; no resolver link, observed 2026-08-11T12:33:05.566772Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8c06fc11-097b-4c74-bd2f-dbe3d4ad0487 · outbound

This paper cites Optimal Multi-Distribution Learning.

Distributionally Robust Policy Learning under Concept Drifts Optimal Multi-Distribution Learning

Reference 2012

Resolution: unresolved; no resolver link, observed 2026-08-11T12:33:05.571876Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8d88756d-0832-4dcb-a729-e7034de43fcc · outbound

This paper cites Interpretable Personalization via Policy Learning with Linear Decision Boundaries.

Distributionally Robust Policy Learning under Concept Drifts Interpretable Personalization via Policy Learning with Linear Decision Boundaries

Reference 2013

Resolution: verified exact; local_arxiv, observed 2026-08-11T12:33:05.806567Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 0e683e33-4c53-401b-9041-d9ae512edc93 · outbound

This paper cites Localized Debiased Machine Learning: Efficient Inference on Quantile Treatment Effects and Beyond.

Distributionally Robust Policy Learning under Concept Drifts Localized Debiased Machine Learning: Efficient Inference on Quantile Treatment Effects and Beyond

Reference 2016

Resolution: verified exact; local_arxiv, observed 2026-08-11T12:33:05.712064Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 61f1ede8-be20-4cac-886d-fbb3fe535545 · outbound

This paper cites Rethinking Distribution Shifts: Empirical Analysis and Modeling for Tabular Data.

Distributionally Robust Policy Learning under Concept Drifts Rethinking Distribution Shifts: Empirical Analysis and Modeling for Tabular Data

Reference 2018

Resolution: unresolved; no resolver link, observed 2026-08-11T12:33:05.552147Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 972f9926-2dff-4007-aeca-fb65295e7c7c · outbound

This paper cites Doubly Robust Policy Evaluation and Learning.

Distributionally Robust Policy Learning under Concept Drifts Doubly Robust Policy Evaluation and Learning

Reference 2019

Resolution: unresolved; no resolver link, observed 2026-08-11T12:33:05.525416Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2ec5c824-e4ae-4455-8f64-180d26547283 · outbound

This paper cites Policy learning "without" overlap: Pessimism and generalized empirical Bernstein's inequality.

Distributionally Robust Policy Learning under Concept Drifts Policy learning "without" overlap: Pessimism and generalized empirical Bernstein's inequality

Reference 2021

Resolution: unresolved; no resolver link, observed 2026-08-11T12:33:05.536042Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f51bda57-7186-422c-8780-ebb1a3bb90e2 · outbound

This paper cites Dynamic Assortment Personalization in High Dimensions.

Distributionally Robust Policy Learning under Concept Drifts Dynamic Assortment Personalization in High Dimensions

Reference 2023

Resolution: verified exact; local_arxiv, observed 2026-08-11T12:33:05.734135Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Pith citing papers

Observation c6dd2526-76c6-445a-bd8a-8f0b37a93ffa · inbound

Learning Robust Spectral Dynamics for Temporal Domain Generalization cites this paper.

Learning Robust Spectral Dynamics for Temporal Domain Generalization Distributionally Robust Policy Learning under Concept Drifts

Reference 5

Resolution: verified exact; local_arxiv, observed 2026-08-15T20:36:25.991565Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.