Paper Citation Record · LEDGER

OPO: Making Decision-Focused Data Acquisition Decisions

As of 22 August 2026, this Paper Citation Record lists 15 of 15 outbound references and 0 inbound Pith citation observations for arXiv:2504.15062.

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

pith.paper-citation-record.v1
2504.15062 v1

Coverage vector

measured 15 of 15 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-16T11:41:49.288516Z

measured 15 of 15 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-21T06:32:19.484+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

15 of 15 outbound references displayed

verified exact0
verified fuzzy12
unresolved3
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 2c625226-83a2-4b17-ba7d-5bd1c8f9a8f6 · outbound

This paper cites write newline.

OPO: Making Decision-Focused Data Acquisition Decisions write newline

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-16T11:41:49.224505Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 394dadbd-a379-4dd1-bf99-1d121db05717 · outbound

This paper cites Learning with differentiable pertubed optimizers.

OPO: Making Decision-Focused Data Acquisition Decisions Learning with differentiable pertubed optimizers

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T11:41:49.510943Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 56f05d13-afe5-4c04-953d-d9d0398e5298 · outbound

This paper cites and Sukhatme, G.

OPO: Making Decision-Focused Data Acquisition Decisions and Sukhatme, G

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T11:41:49.497428Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 27a67f1e-e737-4e9d-b797-5b447a802ec7 · outbound

This paper cites The perils of learning before optimizing.

OPO: Making Decision-Focused Data Acquisition Decisions The perils of learning before optimizing

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T11:41:49.483220Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 17c8a038-ef41-46cc-8f83-95a49c31abc5 · outbound

This paper cites M., Huang, T., Zha, D., Schubert, M., Steiner, B., Dilkina, B., and Tian, Y.

OPO: Making Decision-Focused Data Acquisition Decisions M., Huang, T., Zha, D., Schubert, M., Steiner, B., Dilkina, B., and Tian, Y

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T11:41:49.468937Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 1de3877b-44fb-4b99-8ca0-faf328ce25cd · outbound

This paper cites and Perron, L.

OPO: Making Decision-Focused Data Acquisition Decisions and Perron, L

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T11:41:49.454664Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation ea5fa10d-cc1d-4f8b-87b7-1535c4437689 · outbound

This paper cites Characterizing and improving the robustness of predict-then-optimize frameworks.

OPO: Making Decision-Focused Data Acquisition Decisions Characterizing and improving the robustness of predict-then-optimize frameworks

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T11:41:49.440932Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 41fe413d-0f01-4f35-8bcb-ebc96035a221 · outbound

This paper cites Modeling robustness in decision-focused learning as a stackelberg game.

OPO: Making Decision-Focused Data Acquisition Decisions Modeling robustness in decision-focused learning as a stackelberg game

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T11:41:49.425533Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation ed26154f-ac88-4cd2-910a-e6592d917198 · outbound

This paper cites Near-optimal sensor placements in gaussian processes: Theory, efficient algorithms and empirical studies.

OPO: Making Decision-Focused Data Acquisition Decisions Near-optimal sensor placements in gaussian processes: Theory, efficient algorithms and empirical studies

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T11:41:49.408946Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation f603fed7-66c2-41df-98f7-654b9259db90 · outbound

This paper cites Decision-Focused Learning: Foundations, State of the Art, Benchmark and Future Opportunities.

OPO: Making Decision-Focused Data Acquisition Decisions Decision-Focused Learning: Foundations, State of the Art, Benchmark and Future Opportunities

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-16T11:41:49.266498Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5fc2fc59-498f-4d9f-a9a9-148e99f88715 · outbound

This paper cites and Anjos, M.

OPO: Making Decision-Focused Data Acquisition Decisions and Anjos, M

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T11:41:49.392864Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation c00b91aa-0e7c-4840-95b5-3b09ef261578 · outbound

This paper cites V., Paulus, A., Musil, V., Martius, G., and Rolinek, M.

OPO: Making Decision-Focused Data Acquisition Decisions V., Paulus, A., Musil, V., Martius, G., and Rolinek, M

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T11:41:49.378088Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation d7686307-915d-4056-89dc-6e224a67cc36 · outbound

This paper cites An efficient sampling-based method for online informative path planning in unknown environments.

OPO: Making Decision-Focused Data Acquisition Decisions An efficient sampling-based method for online informative path planning in unknown environments

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T11:41:49.363506Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation c4c1030b-b88c-4703-9711-41787dd968c4 · outbound

This paper cites and Khalil, E.

OPO: Making Decision-Focused Data Acquisition Decisions and Khalil, E

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T11:41:49.347396Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 83249164-7790-42c1-9f1a-e5daf5d6bc83 · outbound

This paper cites Simmim: A simple framework for masked image modeling.

OPO: Making Decision-Focused Data Acquisition Decisions Simmim: A simple framework for masked image modeling

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-16T11:41:49.288516Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.