Paper Citation Record · LEDGER

Learning with Combinatorial Optimization Layers: a Probabilistic Approach

As of 12 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 4 inbound Pith citation observations for arXiv:2207.13513.

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

pith.paper-citation-record.v1
2207.13513 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 4 of 4 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-12T06:34:41.77262+00:00

measured 4 of 4 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-11T18:08:31.545930Z

measured 1 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Reference resolution

0 of 0 outbound references displayed

verified exact0
verified fuzzy0
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

2
arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation 4f92031f-74fe-44a3-93fe-0b1a356d2c16 · inbound

Generalization Bounds of Surrogate Policies for Combinatorial Optimization Problems cites this paper.

Generalization Bounds of Surrogate Policies for Combinatorial Optimization Problems Learning with Combinatorial Optimization Layers: a Probabilistic Approach

Reference 3

Resolution: verified exact; arxiv_id, observed 2026-05-23T22:45:50.976264Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 3755ab03-734e-4562-9201-735435c45ed7 · inbound

DistrictNet: Decision-aware learning for geographical districting cites this paper.

DistrictNet: Decision-aware learning for geographical districting Learning with Combinatorial Optimization Layers: a Probabilistic Approach

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-11T18:08:31.545930Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cd8e035a-b0d9-401d-bbeb-1f6682410f19 · inbound

DFF: Decision-Focused Fine-tuning for Smarter Predict-then-Optimize with Limited Data cites this paper.

DFF: Decision-Focused Fine-tuning for Smarter Predict-then-Optimize with Limited Data Learning with Combinatorial Optimization Layers: a Probabilistic Approach

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-10T22:25:04.723237Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a296893e-8796-4068-8562-611b8cfc8b69 · inbound

Regularized Large Neighborhood Search cites this paper.

Regularized Large Neighborhood Search Learning with Combinatorial Optimization Layers: a Probabilistic Approach

Reference 18

Resolution: verified exact; arxiv_id, observed 2026-06-28T15:22:19.753509Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.