Paper Citation Record · LEDGER

Regret Equals Covariance: A Closed-Form Characterization for Stochastic Optimization

As of 19 August 2026, this Paper Citation Record lists 24 of 24 outbound references and 4 inbound Pith citation observations for arXiv:2605.14019.

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

pith.paper-citation-record.v1
2605.14019 v1

Coverage vector

measured 24 of 24 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-05-15T02:34:19.803167Z

measured 28 of 28 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-19T06:32:44.657259+00:00

measured 4 of 4 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-04T09:36:04.960763Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-07-03T00:07:28.296718Z

Reference resolution

24 of 24 outbound references displayed

verified exact4
verified fuzzy17
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch3

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 112e820a-14cc-4c72-a288-3cb4269a5c13 · outbound

This paper cites Differentiable convex optimization layers.

Regret Equals Covariance: A Closed-Form Characterization for Stochastic Optimization Differentiable convex optimization layers

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-05-15T04:29:45.876139Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation b30726ba-41e0-4d76-970f-a5fe0938b915 · outbound

This paper cites Generalization bounds in the predict-then-optimize framework.

Regret Equals Covariance: A Closed-Form Characterization for Stochastic Optimization Generalization bounds in the predict-then-optimize framework

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-05-15T04:29:45.924011Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation ebf46659-96c4-42fb-baeb-8392bbbfee2b · outbound

This paper cites Separability and decomposition in SAA for stochastic mixed- integer programming.

Regret Equals Covariance: A Closed-Form Characterization for Stochastic Optimization Separability and decomposition in SAA for stochastic mixed- integer programming

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-05-15T04:29:45.869590Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation ae03eab0-ec12-40ba-b87f-4d3482eb7f11 · outbound

This paper cites Machine learning for combinatorial optimization: A methodological tour d’horizon.

Regret Equals Covariance: A Closed-Form Characterization for Stochastic Optimization Machine learning for combinatorial optimization: A methodological tour d’horizon

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-05-15T04:29:45.893488Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 4d7e937c-5f7a-4915-8e3f-38c3f6b0db33 · outbound

This paper cites Statistical analysis of Wasserstein distributionally robust estimators.

Regret Equals Covariance: A Closed-Form Characterization for Stochastic Optimization Statistical analysis of Wasserstein distributionally robust estimators

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-05-15T04:29:45.851154Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 142eb1c5-dca1-43cc-bf35-50309b96f76c · outbound

This paper cites Combinatorial optimization and reasoning with graph neural networks.

Regret Equals Covariance: A Closed-Form Characterization for Stochastic Optimization Combinatorial optimization and reasoning with graph neural networks

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-05-15T04:29:45.906344Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation e4194cf2-a520-4d2f-97e6-793b1eb1bfee · outbound

This paper cites Radial Oscillations and Dynamical Instability Analysis for Linear-Quadratic GUP-modified White Dwarfs.

Regret Equals Covariance: A Closed-Form Characterization for Stochastic Optimization Radial Oscillations and Dynamical Instability Analysis for Linear-Quadratic GUP-modified White Dwarfs

Reference 7

Resolution: verified exact; arxiv_id, observed 2026-05-15T02:39:41.713103Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation a8087a4e-2ad3-40a4-a77a-b8cd27a76a21 · outbound

This paper cites DC3: A learning method for optimization with hard constraints.

Regret Equals Covariance: A Closed-Form Characterization for Stochastic Optimization DC3: A learning method for optimization with hard constraints

Reference 8

Resolution: metadata mismatch; arxiv_id, observed 2026-05-15T02:39:41.709980Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 4bd09536-647e-4ca3-a610-39c31224226b · outbound

This paper cites The Fr´ echet distance between multivariate normal distributions.

Regret Equals Covariance: A Closed-Form Characterization for Stochastic Optimization The Fr´ echet distance between multivariate normal distributions

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-05-15T04:29:45.880547Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 0d04815b-ab51-4498-84b9-ab426e7a957d · outbound

This paper cites Smart “Predict, then Optimize.

Regret Equals Covariance: A Closed-Form Characterization for Stochastic Optimization Smart “Predict, then Optimize

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-05-15T04:29:45.864628Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation a1e16c97-239f-483d-9f6e-59c7c6e61e64 · outbound

This paper cites Postoptimal analysis of a linear program under simultaneous changes in matrix coefficients.

Regret Equals Covariance: A Closed-Form Characterization for Stochastic Optimization Postoptimal analysis of a linear program under simultaneous changes in matrix coefficients

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-05-15T04:29:45.920149Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 0a67d65a-caf4-4443-895a-a903f595821d · outbound

This paper cites Indirect estimation via L= Aˆ W.

Regret Equals Covariance: A Closed-Form Characterization for Stochastic Optimization Indirect estimation via L= Aˆ W

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-05-15T04:29:45.911070Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation d953129c-ba3d-4d92-a3dd-872ee99e7f2e · outbound

This paper cites Learning-Based Robust Optimization: Procedures and Statistical Guarantees.

Regret Equals Covariance: A Closed-Form Characterization for Stochastic Optimization Learning-Based Robust Optimization: Procedures and Statistical Guarantees

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-05-15T04:29:45.836071Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation f1878214-8b41-472d-b6c0-a6d98c89ab6d · outbound

This paper cites End-to-End Constrained Optimization Learning: A Survey.

Regret Equals Covariance: A Closed-Form Characterization for Stochastic Optimization End-to-End Constrained Optimization Learning: A Survey

Reference 14

Resolution: verified exact; arxiv_id, observed 2026-05-15T02:39:41.691105Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 4f449442-ace8-40ed-beac-d88e5e0f3464 · outbound

This paper cites Wasserstein distributionally robust optimization: Theory and applications in machine learning.

Regret Equals Covariance: A Closed-Form Characterization for Stochastic Optimization Wasserstein distributionally robust optimization: Theory and applications in machine learning

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-05-15T04:29:45.858368Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 723a089f-b014-4c40-affb-eb4adac65076 · outbound

This paper cites Learning to Optimize.

Regret Equals Covariance: A Closed-Form Characterization for Stochastic Optimization Learning to Optimize

Reference 16

Resolution: metadata mismatch; local_arxiv, observed 2026-05-15T02:39:41.694821Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 5f15d785-148e-4a96-8157-c91e20ecf003 · outbound

This paper cites Ionic liquid-electrode interface: classification of ions, saturation of layers, and structure-determined potentials.

Regret Equals Covariance: A Closed-Form Characterization for Stochastic Optimization Ionic liquid-electrode interface: classification of ions, saturation of layers, and structure-determined potentials

Reference 17

Resolution: verified exact; arxiv_id, observed 2026-05-15T02:39:41.706435Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 2c044d09-1fe8-451e-bdf6-fd78f175a0ad · outbound

This paper cites Portfolio Selection.

Regret Equals Covariance: A Closed-Form Characterization for Stochastic Optimization Portfolio Selection

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-05-15T04:29:45.885804Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 15eca534-bade-41d1-a43b-ed1bfdeeb574 · outbound

This paper cites Importance sampling for robust optimization with environmental applications.

Regret Equals Covariance: A Closed-Form Characterization for Stochastic Optimization Importance sampling for robust optimization with environmental applications

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-05-15T04:29:45.830100Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation b38a666d-e31f-4639-bcf4-511b29815fef · outbound

This paper cites Distributionally Robust Optimization: A Review.

Regret Equals Covariance: A Closed-Form Characterization for Stochastic Optimization Distributionally Robust Optimization: A Review

Reference 20

Resolution: metadata mismatch; arxiv_id, observed 2026-05-15T02:39:41.698543Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation b94027fb-3ee0-4f2e-868a-11f8786d5e42 · outbound

This paper cites RegFormer: An Efficient Projection-Aware Transformer Network for Large-Scale Point Cloud Registration.

Regret Equals Covariance: A Closed-Form Characterization for Stochastic Optimization RegFormer: An Efficient Projection-Aware Transformer Network for Large-Scale Point Cloud Registration

Reference 21

Resolution: verified exact; arxiv_id, observed 2026-05-15T02:39:41.702398Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 5d3be612-6937-41aa-89ed-32ac13384f17 · outbound

This paper cites Inference of statistical bounds for multistage stochastic programming problems.

Regret Equals Covariance: A Closed-Form Characterization for Stochastic Optimization Inference of statistical bounds for multistage stochastic programming problems

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-05-15T04:29:45.929459Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation cbbf0d47-6f59-4689-aa39-388f8c45a519 · outbound

This paper cites Risk neutral and risk averse stochastic dual dynamic programming method.

Regret Equals Covariance: A Closed-Form Characterization for Stochastic Optimization Risk neutral and risk averse stochastic dual dynamic programming method

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-05-15T04:29:45.898956Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 65ef04e4-e4d6-47ed-9a06-488b9ecbba3a · outbound

This paper cites End-to-end learning and intervention in games.

Regret Equals Covariance: A Closed-Form Characterization for Stochastic Optimization End-to-end learning and intervention in games

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-05-15T04:29:45.933787Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Pith citing papers

Observation 1a860f3f-bcd4-41ae-bfce-3c0582784590 · inbound

Evaluating AI Investment Strategies cites this paper.

Evaluating AI Investment Strategies Regret Equals Covariance: A Closed-Form Characterization for Stochastic Optimization

Reference 1

Resolution: metadata mismatch; local_arxiv, observed 2026-07-03T00:07:28.297907Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation c37c289f-6fdc-43bf-8763-c0f116f49cc3 · inbound

Liquidity-Based Audit of Algorithmic Trading Strategies cites this paper.

Liquidity-Based Audit of Algorithmic Trading Strategies Regret Equals Covariance: A Closed-Form Characterization for Stochastic Optimization

Reference 1

Resolution: metadata mismatch; local_arxiv, observed 2026-06-30T08:24:26.341956Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation f74e0276-77c4-49cf-8ef5-49535e695a89 · inbound

Optimizing Regret cites this paper.

Optimizing Regret Regret Equals Covariance: A Closed-Form Characterization for Stochastic Optimization

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-01T14:11:46.878246Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 68ce56c3-c780-473b-910c-bcec88e75811 · inbound

AI Governance for Institutional Readiness in Finance cites this paper.

AI Governance for Institutional Readiness in Finance Regret Equals Covariance: A Closed-Form Characterization for Stochastic Optimization

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-04T09:36:04.960763Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.