Paper Citation Record · LEDGER

Learning Parametric Distributions from Samples and Preferences

As of 8 August 2026, this Paper Citation Record lists 19 of 19 outbound references and 0 inbound Pith citation observations for arXiv:2505.23557.

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

pith.paper-citation-record.v1
2505.23557 v1

Coverage vector

measured 19 of 19 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T12:50:14.253577Z

measured 19 of 19 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+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

19 of 19 outbound references displayed

verified exact2
verified fuzzy6
unresolved11
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 07e8a8fd-4c78-48ab-8946-564c4430a597 · outbound

This paper cites local” Assumptions 4.2 and 4.4 are satisfied. Given that Assumption 4.4 is based on “ignoring.

Learning Parametric Distributions from Samples and Preferences local” Assumptions 4.2 and 4.4 are satisfied. Given that Assumption 4.4 is based on “ignoring

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:50:15.768250Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation f71d4177-68a3-4219-88b1-932075eb51c2 · outbound

This paper cites J., Rohatgi, D., Zhang, C., Simchowitz, M., Ash, J.

Learning Parametric Distributions from Samples and Preferences J., Rohatgi, D., Zhang, C., Simchowitz, M., Ash, J

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:50:15.950799Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 394fcf52-97d4-42ea-8a37-96cd55ca27e9 · outbound

This paper cites S., and Bag- nell, J.

Learning Parametric Distributions from Samples and Preferences S., and Bag- nell, J

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-07T12:50:13.409774Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a485c698-e5b9-4dab-a966-6ad3f2d8e46d · outbound

This paper cites Fine-Tuning Language Models from Human Preferences.

Learning Parametric Distributions from Samples and Preferences Fine-Tuning Language Models from Human Preferences

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-07T12:50:13.880712Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f1591904-80c7-4fd9-8aa8-92561bf2707c · outbound

This paper cites reversed.

Learning Parametric Distributions from Samples and Preferences reversed

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:50:15.566421Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 4ef90a22-24ef-4481-86a2-ddcc144b3c92 · outbound

This paper cites Let ε=θ−θ ⋆.

Learning Parametric Distributions from Samples and Preferences Let ε=θ−θ ⋆

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:50:15.345434Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation f77b728b-d1a5-4650-9678-e7ca3ab4fada · outbound

This paper cites spiky” along some directions. Due to those distant vertices, the center would become a worse estimator than DP, since the “average.

Learning Parametric Distributions from Samples and Preferences spiky” along some directions. Due to those distant vertices, the center would become a worse estimator than DP, since the “average

Reference 102

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:50:15.176348Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 27ac98e9-f633-453c-9266-84c860a289f5 · outbound

This paper cites The Llama 3 Herd of Models.

Learning Parametric Distributions from Samples and Preferences The Llama 3 Herd of Models

Reference 1946

Resolution: unresolved; no resolver link, observed 2026-08-07T12:50:12.536863Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d7c51675-d737-444d-981c-bbb66bcb436a · outbound

This paper cites Gorbatovski, A., Shaposhnikov, B., Sinii, V ., Malakhov, A., and Gavrilov, D.

Learning Parametric Distributions from Samples and Preferences Gorbatovski, A., Shaposhnikov, B., Sinii, V ., Malakhov, A., and Gavrilov, D

Reference 1952

Resolution: unresolved; no resolver link, observed 2026-08-07T12:50:12.815217Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8c545c67-5315-4b54-baca-17bdbba71ada · outbound

This paper cites Learning Linear Utility Functions From Pairwise Comparison Queries.

Learning Parametric Distributions from Samples and Preferences Learning Linear Utility Functions From Pairwise Comparison Queries

Reference 2012

Resolution: unresolved; no resolver link, observed 2026-08-07T12:50:12.685227Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fce61919-11eb-4a8d-a430-2dc5df42afa5 · outbound

This paper cites Leveraging Sparsity for Sample-Efficient Preference Learning: A Theoretical Perspective.

Learning Parametric Distributions from Samples and Preferences Leveraging Sparsity for Sample-Efficient Preference Learning: A Theoretical Perspective

Reference 2013

Resolution: verified exact; local_arxiv, observed 2026-08-07T12:50:14.442149Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 74163a85-31a4-4e68-bac6-0f4dbfa3ff99 · outbound

This paper cites Orpo: Monolithic prefer- ence optimization without reference model.

Learning Parametric Distributions from Samples and Preferences Orpo: Monolithic prefer- ence optimization without reference model

Reference 2014

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:50:16.164514Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation d7e98598-0844-42c3-ac38-0568f46db10c · outbound

This paper cites URL https://epubs.siam.org/ doi/10.1137/141000671.

Learning Parametric Distributions from Samples and Preferences URL https://epubs.siam.org/ doi/10.1137/141000671

Reference 2017

Resolution: unresolved; no resolver link, observed 2026-08-07T12:50:12.391013Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation eb7675bc-1ff7-49e9-a7d8-6e4ebaff4ace · outbound

This paper cites ASFT: Aligned Supervised Fine-Tuning through Absolute Likelihood.

Learning Parametric Distributions from Samples and Preferences ASFT: Aligned Supervised Fine-Tuning through Absolute Likelihood

Reference 2019

Resolution: verified exact; local_arxiv, observed 2026-08-07T12:50:14.583926Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation b0645b99-4a94-49f4-b1c1-9edbe5dad173 · outbound

This paper cites URL http://dx.doi.org/10.1145/3372885.

Learning Parametric Distributions from Samples and Preferences URL http://dx.doi.org/10.1145/3372885

Reference 2020

Resolution: unresolved; no resolver link, observed 2026-08-07T12:50:13.180091Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0bdb7b64-d646-437e-922b-a90d85e046aa · outbound

This paper cites Llama 2: Open Foundation and Fine-Tuned Chat Models.

Learning Parametric Distributions from Samples and Preferences Llama 2: Open Foundation and Fine-Tuned Chat Models

Reference 2022

Resolution: unresolved; no resolver link, observed 2026-08-07T12:50:13.633918Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6beabf82-1c55-4fe9-8b17-8e6e0773cab5 · outbound

This paper cites Proximal Policy Optimization Algorithms.

Learning Parametric Distributions from Samples and Preferences Proximal Policy Optimization Algorithms

Reference 2023

Resolution: unresolved; no resolver link, observed 2026-08-07T12:50:13.319522Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c10156df-c108-4b20-813e-4d25d0cbdaf0 · outbound

This paper cites Constitutional AI: Harmlessness from AI Feedback.

Learning Parametric Distributions from Samples and Preferences Constitutional AI: Harmlessness from AI Feedback

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-07T12:50:12.309997Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ba1dbab5-2129-42cb-9ed6-8fe0fa6d62b7 · outbound

This paper cites Generalized Preference Optimization: A Unified Approach to Offline Alignment.

Learning Parametric Distributions from Samples and Preferences Generalized Preference Optimization: A Unified Approach to Offline Alignment

Reference 2025

Resolution: unresolved; no resolver link, observed 2026-08-07T12:50:13.529395Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.