Paper Citation Record · LEDGER

Diversity By Design: Leveraging Distribution Matching for Offline Model-Based Optimization

As of 23 August 2026, this Paper Citation Record lists 31 of 31 outbound references and 0 inbound Pith citation observations for arXiv:2501.18768.

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

pith.paper-citation-record.v1
2501.18768 v2

Coverage vector

measured 31 of 31 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-09T22:39:45.887599Z

measured 31 of 31 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-22T06:32:14.747728+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

31 of 31 outbound references displayed

verified exact2
verified fuzzy7
unresolved15
parse uncertain0
malformed identifier2
metadata mismatch5

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 86f51f92-c1bd-4023-b459-9b0eefd8991e · outbound

This paper cites an unresolved cited work.

Diversity By Design: Leveraging Distribution Matching for Offline Model-Based Optimization Unresolved cited work

Reference 1

Resolution: unresolved; raw_fallback, observed 2026-08-09T22:39:46.823217Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 9dcf1632-12f5-44da-8291-cf3145693a7b · outbound

This paper cites (2023) and Jain et al.

Diversity By Design: Leveraging Distribution Matching for Offline Model-Based Optimization (2023) and Jain et al

Reference 2

Resolution: malformed identifier; raw_fallback, observed 2026-08-09T22:39:46.808928Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation f021549c-b356-4932-8be9-abeb4af6a069 · outbound

This paper cites (2020) and Sample et al.

Diversity By Design: Leveraging Distribution Matching for Offline Model-Based Optimization (2020) and Sample et al

Reference 3

Resolution: malformed identifier; raw_fallback, observed 2026-08-09T22:39:46.767197Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 5e1b9f8a-2f5d-46ab-ad1b-5c396b870a37 · outbound

This paper cites Arjovsky, M., Chintala, S., and Bottou, L.

Diversity By Design: Leveraging Distribution Matching for Offline Model-Based Optimization Arjovsky, M., Chintala, S., and Bottou, L

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-09T22:39:45.647352Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d6f49ab0-446d-4f12-aa35-d1444d919772 · outbound

This paper cites Chemingui, Y ., Deshwal, A., Hoang, T.

Diversity By Design: Leveraging Distribution Matching for Offline Model-Based Optimization Chemingui, Y ., Deshwal, A., Hoang, T

Reference 6

Resolution: metadata mismatch; raw_fallback, observed 2026-08-09T22:39:46.610233Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 6dfb7b76-5c2d-46e6-a889-3710a2dd49ca · outbound

This paper cites Deb, K., Sunda, J., Rao, U.

Diversity By Design: Leveraging Distribution Matching for Offline Model-Based Optimization Deb, K., Sunda, J., Rao, U

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T22:39:46.905412Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation c79d95dc-52ef-4113-a246-162f885adc17 · outbound

This paper cites Du, Y ., Jamasb, A.

Diversity By Design: Leveraging Distribution Matching for Offline Model-Based Optimization Du, Y ., Jamasb, A

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-09T22:39:45.665814Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c6357ee0-809f-4742-b5e3-e2bde4dd21de · outbound

This paper cites Jain, M., Bengio, E., Hernandez-Garcia, A., Rector-Brooks, J., Dossou, B.

Diversity By Design: Leveraging Distribution Matching for Offline Model-Based Optimization Jain, M., Bengio, E., Hernandez-Garcia, A., Rector-Brooks, J., Dossou, B

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T22:39:46.890933Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 2604a725-8b81-4e34-8d0b-718b3c3da16e · outbound

This paper cites Kingma, D.

Diversity By Design: Leveraging Distribution Matching for Offline Model-Based Optimization Kingma, D

Reference 13

Resolution: metadata mismatch; raw_fallback, observed 2026-08-09T22:39:46.462783Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 0ca2e67c-917e-44aa-949e-cfb75f34adea · outbound

This paper cites Korshunova, M., Huang, N., Capuzzi, S., Radchenko, D.

Diversity By Design: Leveraging Distribution Matching for Offline Model-Based Optimization Korshunova, M., Huang, N., Capuzzi, S., Radchenko, D

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-09T22:39:45.693896Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8ff98c88-ee71-4ee2-b529-89a0b29178c6 · outbound

This paper cites Krishnamoorthy, S., Mashkaria, S.

Diversity By Design: Leveraging Distribution Matching for Offline Model-Based Optimization Krishnamoorthy, S., Mashkaria, S

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T22:39:46.876231Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 62e9f85a-926d-470f-bd83-244d9ba3ca89 · outbound

This paper cites Kumar, A.

Diversity By Design: Leveraging Distribution Matching for Offline Model-Based Optimization Kumar, A

Reference 16

Resolution: metadata mismatch; raw_fallback, observed 2026-08-09T22:39:46.390019Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 722b9006-3811-421e-8c21-84d6712455c4 · outbound

This paper cites an unresolved cited work.

Diversity By Design: Leveraging Distribution Matching for Offline Model-Based Optimization Unresolved cited work

Reference 17

Resolution: metadata mismatch; raw_fallback, observed 2026-08-09T22:39:46.310969Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation b46516ff-7651-4bbe-b1f9-d6e4346dbbd5 · outbound

This paper cites Matthews, A.

Diversity By Design: Leveraging Distribution Matching for Offline Model-Based Optimization Matthews, A

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T22:39:46.863033Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 50bd33ce-3d6e-451e-b263-5c5f9fc05512 · outbound

This paper cites Papalexopoulos, T.

Diversity By Design: Leveraging Distribution Matching for Offline Model-Based Optimization Papalexopoulos, T

Reference 21

Resolution: verified exact; doi, observed 2026-08-09T22:39:45.944070Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation afe270db-d1a1-45cf-8482-508674f0b8cc · outbound

This paper cites an unresolved cited work.

Diversity By Design: Leveraging Distribution Matching for Offline Model-Based Optimization Unresolved cited work

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-09T22:39:45.726539Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 71238998-a8d2-41e0-b2c7-651e3b5fdade · outbound

This paper cites Todorov, E., Erez, T., and Tassa, Y.

Diversity By Design: Leveraging Distribution Matching for Offline Model-Based Optimization Todorov, E., Erez, T., and Tassa, Y

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-09T22:39:45.731348Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4e4ee5fd-a9b9-4f08-95c6-cad6428fcaa1 · outbound

This paper cites Beyond Reverse KL: Generalizing Direct Preference Optimization with Diverse Divergence Constraints.

Diversity By Design: Leveraging Distribution Matching for Offline Model-Based Optimization Beyond Reverse KL: Generalizing Direct Preference Optimization with Diverse Divergence Constraints

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-09T22:39:45.735113Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3870d39f-1309-4e32-93ae-5229b1b7c565 · outbound

This paper cites (2008) to find an optimal set of car dimensions that minimize the total Mass of the vehicle.

Diversity By Design: Leveraging Distribution Matching for Offline Model-Based Optimization (2008) to find an optimal set of car dimensions that minimize the total Mass of the vehicle

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T22:39:46.795930Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 9894f553-2d8a-4031-80a3-cce3c2882fda · outbound

This paper cites an unresolved cited work.

Diversity By Design: Leveraging Distribution Matching for Offline Model-Based Optimization Unresolved cited work

Reference 30

Resolution: unresolved; raw_fallback, observed 2026-08-09T22:39:46.782053Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation a2c5d0f8-4e17-433c-9175-8c024c56f777 · outbound

This paper cites URL https://proceedings.

Diversity By Design: Leveraging Distribution Matching for Offline Model-Based Optimization URL https://proceedings

Reference 801

Resolution: unresolved; no resolver link, observed 2026-08-09T22:39:45.685357Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 73336875-e522-4c45-ab88-731c1f2dfec0 · outbound

This paper cites 15 Diversity By Design: Leveraging Distribution Matching for Offline Model-Based Optimization Appendix Table of Contents A.

Diversity By Design: Leveraging Distribution Matching for Offline Model-Based Optimization 15 Diversity By Design: Leveraging Distribution Matching for Offline Model-Based Optimization Appendix Table of Contents A

Reference 1997

Resolution: unresolved; no resolver link, observed 2026-08-09T22:39:45.739990Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c1b02020-631a-426e-a5e8-07664e764cf0 · outbound

This paper cites We leverage this convergence guarantee to solve for⃗λ∗ na¨ıvely via gradient ascent in DynAMO (see Algorithm 1).

Diversity By Design: Leveraging Distribution Matching for Offline Model-Based Optimization We leverage this convergence guarantee to solve for⃗λ∗ na¨ıvely via gradient ascent in DynAMO (see Algorithm 1)

Reference 2004

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T22:39:46.837399Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 36544ec2-c6ae-44e7-aedb-373e00d52173 · outbound

This paper cites doi: 10.1007/ 978-0-387-31256-9.

Diversity By Design: Leveraging Distribution Matching for Offline Model-Based Optimization doi: 10.1007/ 978-0-387-31256-9

Reference 2006

Resolution: unresolved; no resolver link, observed 2026-08-09T22:39:45.651644Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a66d0c64-cdd0-4183-92a4-715b2827ef3b · outbound

This paper cites Generative Adversarial Networks.

Diversity By Design: Leveraging Distribution Matching for Offline Model-Based Optimization Generative Adversarial Networks

Reference 2014

Resolution: unresolved; no resolver link, observed 2026-08-09T22:39:45.675351Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e84dc256-d501-42f0-81c2-869902ae1d3b · outbound

This paper cites an unresolved cited work.

Diversity By Design: Leveraging Distribution Matching for Offline Model-Based Optimization Unresolved cited work

Reference 2016

Resolution: unresolved; raw_fallback, observed 2026-08-09T22:39:46.850140Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation f5e1894e-4aeb-4b14-ae45-cd98dc986b2c · outbound

This paper cites Ament, S., Daulton, S., Eriksson, D., Balandat, M., and Bakshy, E.

Diversity By Design: Leveraging Distribution Matching for Offline Model-Based Optimization Ament, S., Daulton, S., Eriksson, D., Balandat, M., and Bakshy, E

Reference 2020

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T22:39:46.932599Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 6c13ba8f-daee-414f-94d6-3f3259b0f332 · outbound

This paper cites The $f$-Divergence Reinforcement Learning Framework.

Diversity By Design: Leveraging Distribution Matching for Offline Model-Based Optimization The $f$-Divergence Reinforcement Learning Framework

Reference 2021

Resolution: metadata mismatch; local_arxiv, observed 2026-08-09T22:39:45.998009Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 6cc266a4-53bc-49d2-99ad-e9c1fc2773c1 · outbound

This paper cites Local Latent Space Bayesian Optimization over Structured Inputs.

Diversity By Design: Leveraging Distribution Matching for Offline Model-Based Optimization Local Latent Space Bayesian Optimization over Structured Inputs

Reference 2022

Resolution: verified exact; local_arxiv, observed 2026-08-09T22:39:45.962728Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation b97477ae-8968-408d-8054-d1d6f6a6bac6 · outbound

This paper cites an unresolved cited work.

Diversity By Design: Leveraging Distribution Matching for Offline Model-Based Optimization Unresolved cited work

Reference 2023

Resolution: unresolved; raw_fallback, observed 2026-08-09T22:39:46.918826Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation cfe62bbc-3101-4aff-84d2-8fb7f06db25b · outbound

This paper cites Agrawal, R.

Diversity By Design: Leveraging Distribution Matching for Offline Model-Based Optimization Agrawal, R

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-09T22:39:45.633683Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.