Paper Citation Record · LEDGER

PIT-SUN: A Deployable Empirical Marginal Transform Framework with Expectation-Consistent Recovery for Regression in Recommender Systems

As of 9 August 2026, this Paper Citation Record lists 13 of 13 outbound references and 0 inbound Pith citation observations for arXiv:2607.08202.

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

pith.paper-citation-record.v1
2607.08202 v1

Coverage vector

measured 13 of 13 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-07-10T11:25:05.756330Z

measured 13 of 13 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+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

13 of 13 outbound references displayed

verified exact3
verified fuzzy7
unresolved2
parse uncertain0
malformed identifier1
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 2973235e-9919-4c7b-a839-d263e1af8e74 · outbound

This paper cites InProceedings ofthe10thACMConferenceonRecommenderSystems,Rec- Sys ’16, 191–198.

PIT-SUN: A Deployable Empirical Marginal Transform Framework with Expectation-Consistent Recovery for Regression in Recommender Systems InProceedings ofthe10thACMConferenceonRecommenderSystems,Rec- Sys ’16, 191–198

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T11:27:03.409495Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 79eef69a-b16e-4999-bc96-6f2f1a3c8d61 · outbound

This paper cites Hothorn,T.;Kneib,T.;andBühlmann,P.2014.

PIT-SUN: A Deployable Empirical Marginal Transform Framework with Expectation-Consistent Recovery for Regression in Recommender Systems Hothorn,T.;Kneib,T.;andBühlmann,P.2014

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T11:27:03.411494Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation e598521a-64f8-4867-9ce2-420228e3f253 · outbound

This paper cites Conditional Quantile Estimation for Uncertain Watch Time in Short-Video Recommendation.

PIT-SUN: A Deployable Empirical Marginal Transform Framework with Expectation-Consistent Recovery for Regression in Recommender Systems Conditional Quantile Estimation for Uncertain Watch Time in Short-Video Recommendation

Reference 3

Resolution: verified exact; local_arxiv, observed 2026-07-10T11:27:03.080189Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 7e65127e-b23b-4157-8daa-cf6ab6852f52 · outbound

This paper cites InProceedings of the 29th ACM SIGKDD Con- ferenceonKnowledgeDiscoveryandDataMining,KDD’23, 4497–4506.

PIT-SUN: A Deployable Empirical Marginal Transform Framework with Expectation-Consistent Recovery for Regression in Recommender Systems InProceedings of the 29th ACM SIGKDD Con- ferenceonKnowledgeDiscoveryandDataMining,KDD’23, 4497–4506

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T11:27:03.405763Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 07064cc4-5f86-4301-88ce-36169887b3a7 · outbound

This paper cites InPro- ceedings of the ACM Web Conference 2026, WWW ’26, 6183–6193.

PIT-SUN: A Deployable Empirical Marginal Transform Framework with Expectation-Consistent Recovery for Regression in Recommender Systems InPro- ceedings of the ACM Web Conference 2026, WWW ’26, 6183–6193

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T11:27:03.407519Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 792ad0bc-6327-4cc8-873b-c9214c149aa2 · outbound

This paper cites Papamakarios,G.;etal.2021.

PIT-SUN: A Deployable Empirical Marginal Transform Framework with Expectation-Consistent Recovery for Regression in Recommender Systems Papamakarios,G.;etal.2021

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T11:27:03.398552Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 8b965920-42db-4cbe-89cf-7713945cec5c · outbound

This paper cites Zhan, R.; et al.

PIT-SUN: A Deployable Empirical Marginal Transform Framework with Expectation-Consistent Recovery for Regression in Recommender Systems Zhan, R.; et al

Reference 7

Resolution: verified exact; arxiv_id, observed 2026-07-10T11:27:03.074408Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 8022c5be-8e44-4a9e-bf25-eab1a522d0ca · outbound

This paper cites In Proceedings of the 17th ACM Conference on Recommender Systems, RecSys ’23, 528–539.

PIT-SUN: A Deployable Empirical Marginal Transform Framework with Expectation-Consistent Recovery for Regression in Recommender Systems In Proceedings of the 17th ACM Conference on Recommender Systems, RecSys ’23, 528–539

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T11:27:03.403941Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation f2dcc818-81fe-41d0-8238-896161a6ca4f · outbound

This paper cites InPro- ceedings of the ACM Web Conference 2026, WWW ’26, 6114–6125.

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T11:27:03.396560Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 24cf0cac-6d4f-4fdf-a51d-7505878e75b0 · outbound

This paper cites RS-GH": GammaNoise(shape=2.0), 6.

PIT-SUN: A Deployable Empirical Marginal Transform Framework with Expectation-Consistent Recovery for Regression in Recommender Systems RS-GH": GammaNoise(shape=2.0), 6

Reference 10

Resolution: verified exact; arxiv_id, observed 2026-07-10T11:27:03.077232Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 11597c75-f808-466c-8798-b60266fbbace · outbound

This paper cites an unresolved cited work.

PIT-SUN: A Deployable Empirical Marginal Transform Framework with Expectation-Consistent Recovery for Regression in Recommender Systems Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-07-10T11:27:03.400466Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 608180bf-e3d8-45d6-891e-808c158baac3 · outbound

This paper cites an unresolved cited work.

PIT-SUN: A Deployable Empirical Marginal Transform Framework with Expectation-Consistent Recovery for Regression in Recommender Systems Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-07-10T11:27:03.402068Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation b7073b89-1a12-4c2c-82c6-715f1414072c · outbound

This paper cites We selectqb on validation from {P1, P5, P10, P20, P30}by jointly checking NMAE/TRE, Ratio Var, tail-ratio percentiles, and floor-active fraction.

PIT-SUN: A Deployable Empirical Marginal Transform Framework with Expectation-Consistent Recovery for Regression in Recommender Systems We selectqb on validation from {P1, P5, P10, P20, P30}by jointly checking NMAE/TRE, Ratio Var, tail-ratio percentiles, and floor-active fraction

Reference 13

Resolution: malformed identifier; arxiv_id, observed 2026-07-10T11:27:03.071171Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Pith citing papers

No inbound Pith citation observations are available.