Paper Citation Record · LEDGER

Distributionally Robust Optimization via Iterative Algorithms in Continuous Probability Spaces

As of 16 August 2026, this Paper Citation Record lists 32 of 32 outbound references and 2 inbound Pith citation observations for arXiv:2412.20556.

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

pith.paper-citation-record.v1
2412.20556 v2

Coverage vector

measured 32 of 32 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-10T23:26:24.816362Z

measured 34 of 34 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-16T06:30:59.297886+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-04T07:29:41.835736Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-10T21:55:51.945344Z

Reference resolution

32 of 32 outbound references displayed

verified exact0
verified fuzzy27
unresolved5
parse uncertain0
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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation d8c8dd02-2902-47fa-a3c9-8f83b8f76fc8 · outbound

This paper cites Convergence of descent methods for semi-algebraic and tame problems: Proximal algorithms, forward--backward splitting, and regularized G auss-- S eidel methods.

Distributionally Robust Optimization via Iterative Algorithms in Continuous Probability Spaces Convergence of descent methods for semi-algebraic and tame problems: Proximal algorithms, forward--backward splitting, and regularized G auss-- S eidel methods

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T23:26:25.420412Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 16603ac9-23c9-49d0-9bee-38d4c3bf0d9b · outbound

This paper cites Gradient flows: In metric spaces and in the space of probability measures.

Distributionally Robust Optimization via Iterative Algorithms in Continuous Probability Spaces Gradient flows: In metric spaces and in the space of probability measures

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T23:26:25.402386Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation f2880b29-a108-4cbc-9f0f-3255e6b986dd · outbound

This paper cites Quantifying distributional model risk via optimal transport.

Distributionally Robust Optimization via Iterative Algorithms in Continuous Probability Spaces Quantifying distributional model risk via optimal transport

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T23:26:25.380823Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 508ba484-0214-4153-9b52-02e8d6ccc3ce · outbound

This paper cites Optimal transport-based distributionally robust optimization: Structural properties and iterative schemes.

Distributionally Robust Optimization via Iterative Algorithms in Continuous Probability Spaces Optimal transport-based distributionally robust optimization: Structural properties and iterative schemes

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T23:26:25.362621Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 8aea3f8a-c83c-4a95-a5e9-a2d3cf33f546 · outbound

This paper cites Polar factorization and monotone rearrangement of vector-valued functions.

Distributionally Robust Optimization via Iterative Algorithms in Continuous Probability Spaces Polar factorization and monotone rearrangement of vector-valued functions

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T23:26:25.344304Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation bc506f3e-ece4-4165-903a-bfae931eda36 · outbound

This paper cites Moment problems and semidefinite optimization.

Distributionally Robust Optimization via Iterative Algorithms in Continuous Probability Spaces Moment problems and semidefinite optimization

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T23:26:25.327837Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 3fd1b01b-7cab-42a8-a77e-e62ce94ff827 · outbound

This paper cites Robust solutions of optimization problems affected by uncertain probabilities.

Distributionally Robust Optimization via Iterative Algorithms in Continuous Probability Spaces Robust solutions of optimization problems affected by uncertain probabilities

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T23:26:25.309210Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 1690edc5-c8b9-455e-b4e4-efbec0dfd909 · outbound

This paper cites Mirror and Preconditioned Gradient Descent in Wasserstein Space.

Distributionally Robust Optimization via Iterative Algorithms in Continuous Probability Spaces Mirror and Preconditioned Gradient Descent in Wasserstein Space

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-10T23:26:24.686942Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 27b4082b-1a21-4ad7-91d6-1d247c7a8c46 · outbound

This paper cites Convergence of flow-based generative models via proximal gradient descent in W asserstein space.

Distributionally Robust Optimization via Iterative Algorithms in Continuous Probability Spaces Convergence of flow-based generative models via proximal gradient descent in W asserstein space

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T23:26:25.291784Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 72739382-52bc-4c47-851c-d354e712c8e5 · outbound

This paper cites A robust optimization perspective on stochastic programming.

Distributionally Robust Optimization via Iterative Algorithms in Continuous Probability Spaces A robust optimization perspective on stochastic programming

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T23:26:25.275405Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation c2e884ee-9cea-45d7-82e4-890823b9c59d · outbound

This paper cites Stochastic model-based minimization of weakly convex functions.

Distributionally Robust Optimization via Iterative Algorithms in Continuous Probability Spaces Stochastic model-based minimization of weakly convex functions

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T23:26:25.258837Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 5e72e776-b9b4-4a7a-9316-20905972ec92 · outbound

This paper cites Distributionally robust optimization under moment uncertainty with application to data-driven problems.

Distributionally Robust Optimization via Iterative Algorithms in Continuous Probability Spaces Distributionally robust optimization under moment uncertainty with application to data-driven problems

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T23:26:25.242427Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 96ebc466-8f7c-4f74-919e-6d436f5b6c44 · outbound

This paper cites Distributionally robust stochastic optimization with W asserstein distance.

Distributionally Robust Optimization via Iterative Algorithms in Continuous Probability Spaces Distributionally robust stochastic optimization with W asserstein distance

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T23:26:25.225871Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation d215d32c-afee-4850-8961-504b7e1eaa47 · outbound

This paper cites The variational formulation of the F okker-- P lanck equation.

Distributionally Robust Optimization via Iterative Algorithms in Continuous Probability Spaces The variational formulation of the F okker-- P lanck equation

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T23:26:25.206482Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 08abd88b-e5e9-4728-8d66-562e19225fa2 · outbound

This paper cites Modified F rank W olfe in probability space.

Distributionally Robust Optimization via Iterative Algorithms in Continuous Probability Spaces Modified F rank W olfe in probability space

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T23:26:25.186937Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation d8ec6cae-1852-4fae-bf60-cd9df34391db · outbound

This paper cites Distributionally Robust Optimization.

Distributionally Robust Optimization via Iterative Algorithms in Continuous Probability Spaces Distributionally Robust Optimization

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-10T23:26:24.731354Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 87e1a1d5-0bbd-4d3a-8cdb-56d8e67360ac · outbound

This paper cites First-order Conditions for Optimization in the Wasserstein Space.

Distributionally Robust Optimization via Iterative Algorithms in Continuous Probability Spaces First-order Conditions for Optimization in the Wasserstein Space

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-10T23:26:24.737395Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 339e81ca-ac29-446d-9a8f-84c514969161 · outbound

This paper cites A first-order algorithmic framework for distributionally robust logistic regression.

Distributionally Robust Optimization via Iterative Algorithms in Continuous Probability Spaces A first-order algorithmic framework for distributionally robust logistic regression

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T23:26:25.169593Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 1c3f5c7c-8bc0-4f29-a78b-d1b84e0f5b63 · outbound

This paper cites Understanding notions of stationarity in nonsmooth optimization: A guided tour of various constructions of subdifferential for nonsmooth functions.

Distributionally Robust Optimization via Iterative Algorithms in Continuous Probability Spaces Understanding notions of stationarity in nonsmooth optimization: A guided tour of various constructions of subdifferential for nonsmooth functions

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T23:26:25.152306Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation d131a413-4c48-4056-9930-f7868807d532 · outbound

This paper cites Data-driven distributionally robust optimization using the W asserstein metric: Performance guarantees and tractable reformulations.

Distributionally Robust Optimization via Iterative Algorithms in Continuous Probability Spaces Data-driven distributionally robust optimization using the W asserstein metric: Performance guarantees and tractable reformulations

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T23:26:25.135341Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 6fec721d-f29c-419e-a7fe-b2b56eef8a7f · outbound

This paper cites Stochastic gradient methods for distributionally robust optimization with f -divergences.

Distributionally Robust Optimization via Iterative Algorithms in Continuous Probability Spaces Stochastic gradient methods for distributionally robust optimization with f -divergences

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T23:26:25.117582Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 71f651d1-f624-4048-a6a9-73128602ccae · outbound

This paper cites Frameworks and results in distributionally robust optimization.

Distributionally Robust Optimization via Iterative Algorithms in Continuous Probability Spaces Frameworks and results in distributionally robust optimization

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T23:26:25.100232Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation c24ad5ab-a128-4a7d-9057-ae47376fea93 · outbound

This paper cites Lectures on Stochastic Programming: Modeling and Theory.

Distributionally Robust Optimization via Iterative Algorithms in Continuous Probability Spaces Lectures on Stochastic Programming: Modeling and Theory

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T23:26:25.083284Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation da8274a9-a2eb-409e-9ae0-40b57edb779b · outbound

This paper cites On duality theory of conic linear problems.

Distributionally Robust Optimization via Iterative Algorithms in Continuous Probability Spaces On duality theory of conic linear problems

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T23:26:25.064143Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 4ee2f970-898a-48a1-a7e0-8f4bc2579b3d · outbound

This paper cites Distributionally robust stochastic programming.

Distributionally Robust Optimization via Iterative Algorithms in Continuous Probability Spaces Distributionally robust stochastic programming

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T23:26:25.046025Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation aaaca614-be58-48b6-b052-aaba105fd0a4 · outbound

This paper cites The W asserstein proximal gradient algorithm.

Distributionally Robust Optimization via Iterative Algorithms in Continuous Probability Spaces The W asserstein proximal gradient algorithm

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T23:26:25.026822Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 5cbfd8a8-6548-4c24-8123-5cbb01d1afa2 · outbound

This paper cites Certifying Some Distributional Robustness with Principled Adversarial Training.

Distributionally Robust Optimization via Iterative Algorithms in Continuous Probability Spaces Certifying Some Distributional Robustness with Principled Adversarial Training

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-10T23:26:24.789734Z

Source-reported events for the cited work

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Observation 77217d0b-afb6-4afd-9781-3e7d89d58ce6 · outbound

This paper cites Likelihood robust optimization for data-driven problems.

Distributionally Robust Optimization via Iterative Algorithms in Continuous Probability Spaces Likelihood robust optimization for data-driven problems

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T23:26:25.009116Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation f30578fa-b8cf-4bf3-8908-a583f2b96384 · outbound

This paper cites Information Newton's flow: second-order optimization method in probability space.

Distributionally Robust Optimization via Iterative Algorithms in Continuous Probability Spaces Information Newton's flow: second-order optimization method in probability space

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-10T23:26:24.800656Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e8244991-3514-4302-b723-7b0863962748 · outbound

This paper cites Normalizing flow neural networks by JKO scheme.

Distributionally Robust Optimization via Iterative Algorithms in Continuous Probability Spaces Normalizing flow neural networks by JKO scheme

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T23:26:24.991050Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation a7dc9751-24dd-46d2-a360-f5b340ce105e · outbound

This paper cites Flow-based distributionally robust optimization.

Distributionally Robust Optimization via Iterative Algorithms in Continuous Probability Spaces Flow-based distributionally robust optimization

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T23:26:24.973540Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation d62660f9-5e9e-42c1-985b-d51766496e04 · outbound

This paper cites On linear optimization over W asserstein balls.

Distributionally Robust Optimization via Iterative Algorithms in Continuous Probability Spaces On linear optimization over W asserstein balls

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T23:26:24.955226Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Pith citing papers

Observation 93ddbed5-5b3f-4e7e-a9c2-156beb47160f · inbound

Gradient Flow Sampler-based Distributionally Robust Optimization cites this paper.

Gradient Flow Sampler-based Distributionally Robust Optimization Distributionally Robust Optimization via Iterative Algorithms in Continuous Probability Spaces

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-04T07:29:41.835736Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 44418499-cab8-476a-aefe-96834b6e9db2 · inbound

Generative models for decision-making under distributional shift cites this paper.

Generative models for decision-making under distributional shift Distributionally Robust Optimization via Iterative Algorithms in Continuous Probability Spaces

Reference 16

Resolution: verified exact; arxiv_id, observed 2026-07-17T00:20:38.130183Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.