Paper Citation Record · LEDGER

Cooper: A Library for Constrained Optimization in Deep Learning

As of 22 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 4 inbound Pith citation observations for arXiv:2504.01212.

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

pith.paper-citation-record.v1
2504.01212 v1

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 2026-08-22T06:32:14.747728+00:00

measured 4 of 4 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-06-30T07:30:24.505373Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-04T00:59:21.197299Z

Reference resolution

0 of 0 outbound references displayed

verified exact0
verified fuzzy0
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation b2056995-f29e-4caa-95d6-dfa44fefda83 · inbound

Position: Adopt Constraints Over Fixed Penalties in Deep Learning cites this paper.

Position: Adopt Constraints Over Fixed Penalties in Deep Learning Cooper: A Library for Constrained Optimization in Deep Learning

Reference 34

Resolution: verified exact; arxiv_id, observed 2026-05-19T13:23:05.612921Z

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 5be4c093-b011-4fde-a0ce-1ef6c9790df5 · inbound

How pore-scale disorder controls fluid stretching in porous media cites this paper.

How pore-scale disorder controls fluid stretching in porous media Cooper: A Library for Constrained Optimization in Deep Learning

Reference 51

Resolution: verified exact; arxiv_id, observed 2026-05-13T18:23:06.316390Z

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 12a4b5f7-4899-46e3-ac36-98b224c0b367 · inbound

Unsupervised Causal Abstractions Discovery cites this paper.

Unsupervised Causal Abstractions Discovery Cooper: A Library for Constrained Optimization in Deep Learning

Reference 94

Resolution: metadata mismatch; arxiv_id, observed 2026-07-04T00:59:21.199657Z

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 b097356d-1b85-46e2-bada-89de5b6439cd · inbound

Not All Objectives Are Born Equal: Priority-Constrained Descent for Hierarchical Multi-Objective Optimization cites this paper.

Not All Objectives Are Born Equal: Priority-Constrained Descent for Hierarchical Multi-Objective Optimization Cooper: A Library for Constrained Optimization in Deep Learning

Reference 25

Resolution: metadata mismatch; arxiv_id, observed 2026-06-30T07:34:21.516815Z

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.