Paper Citation Record · LEDGER

Prescribe-then-Select: Adaptive Policy Selection for Contextual Stochastic Optimization

As of 9 August 2026, this Paper Citation Record lists 47 of 47 outbound references and 0 inbound Pith citation observations for arXiv:2509.08194.

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

pith.paper-citation-record.v1
2509.08194 v2

Coverage vector

measured 47 of 47 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-04T21:09:37.592814Z

measured 47 of 47 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+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

47 of 47 outbound references displayed

verified exact3
verified fuzzy32
unresolved11
parse uncertain0
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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 5d81dfa1-81dd-4e70-907b-995c6266341e · outbound

This paper cites Optimal policy trees.

Prescribe-then-Select: Adaptive Policy Selection for Contextual Stochastic Optimization Optimal policy trees

Reference 1

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Observation 686bb9af-3a83-44bd-b58b-1e525ca5550d · outbound

This paper cites The big data newsvendor: Practical insights from machine learning.

Prescribe-then-Select: Adaptive Policy Selection for Contextual Stochastic Optimization The big data newsvendor: Practical insights from machine learning

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-04T21:09:38.627533Z

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Observation 9d3023ce-5069-473c-8d4c-d33951e6dbbd · outbound

This paper cites Generalization bounds for regularized portfolio selection with market side information.

Prescribe-then-Select: Adaptive Policy Selection for Contextual Stochastic Optimization Generalization bounds for regularized portfolio selection with market side information

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-04T21:09:38.611200Z

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Observation 872eb6ec-2829-46b4-974f-409819073d68 · outbound

This paper cites Robust optimization.

Prescribe-then-Select: Adaptive Policy Selection for Contextual Stochastic Optimization Robust optimization

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-04T21:09:38.594765Z

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Observation b3b14e05-1c9c-4c96-849e-2087043f9964 · outbound

This paper cites Using a financial training criterion rather than a prediction criterion.

Prescribe-then-Select: Adaptive Policy Selection for Contextual Stochastic Optimization Using a financial training criterion rather than a prediction criterion

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-04T21:09:38.575051Z

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Observation 2cc65650-b472-4cc8-8659-67a8856230e6 · outbound

This paper cites Bertsimas and J.

Prescribe-then-Select: Adaptive Policy Selection for Contextual Stochastic Optimization Bertsimas and J

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-04T21:09:38.560243Z

Source-reported events for the cited work

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Observation cb6e461b-2a90-4bc3-ad5e-d401fef9ea08 · outbound

This paper cites Multistage Stochastic Optimization via Kernels.

Prescribe-then-Select: Adaptive Policy Selection for Contextual Stochastic Optimization Multistage Stochastic Optimization via Kernels

Reference 7

Resolution: verified exact; local_arxiv, observed 2026-08-04T21:09:38.029420Z

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Observation c845d6c9-ed46-4c67-9c30-5e45541524a0 · outbound

This paper cites From predictive to prescriptive analytics.

Prescribe-then-Select: Adaptive Policy Selection for Contextual Stochastic Optimization From predictive to prescriptive analytics

Reference 8

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Source-reported events for the cited work

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Observation 803071cd-7fc4-4598-a4dc-85e5788e35cf · outbound

This paper cites Data-driven optimization: A reproducing kernel hilbert space approach.

Prescribe-then-Select: Adaptive Policy Selection for Contextual Stochastic Optimization Data-driven optimization: A reproducing kernel hilbert space approach

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-04T21:09:38.544455Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 717cf152-2c78-4cab-bd82-72f904f8a9dc · outbound

This paper cites Data-driven robust optimization.

Prescribe-then-Select: Adaptive Policy Selection for Contextual Stochastic Optimization Data-driven robust optimization

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-04T21:09:38.528850Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation f931dadc-9881-489c-a8d5-e0aab17178a4 · outbound

This paper cites Robust sample average approximation.

Prescribe-then-Select: Adaptive Policy Selection for Contextual Stochastic Optimization Robust sample average approximation

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-04T21:09:38.511420Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation cc5798ad-08a5-422c-9439-605353f25b5f · outbound

This paper cites Birge and François Louveaux.

Prescribe-then-Select: Adaptive Policy Selection for Contextual Stochastic Optimization Birge and François Louveaux

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-04T21:09:38.496475Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation e2c0edc4-ee8c-4881-93f7-d412814b7e21 · outbound

This paper cites Random forests.

Prescribe-then-Select: Adaptive Policy Selection for Contextual Stochastic Optimization Random forests

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-04T21:09:38.480888Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation c8ed3100-1745-476f-890d-bb2c520df1cc · outbound

This paper cites On distributionally robust chance-constrained linear programs.

Prescribe-then-Select: Adaptive Policy Selection for Contextual Stochastic Optimization On distributionally robust chance-constrained linear programs

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-04T21:09:38.464253Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation bc1c1cbb-2e87-46c6-9771-b9d22dd81bbc · outbound

This paper cites Decision making under uncertainty in electricity markets, volume 1.

Prescribe-then-Select: Adaptive Policy Selection for Contextual Stochastic Optimization Decision making under uncertainty in electricity markets, volume 1

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-04T21:09:38.447000Z

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Observation 73de550e-e0ef-46ef-9090-0d53cffd01f8 · outbound

This paper cites Cover and P.

Prescribe-then-Select: Adaptive Policy Selection for Contextual Stochastic Optimization Cover and P

Reference 16

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Source-reported events for the cited work

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Observation c0a56dd0-8399-4267-9525-d7766324c234 · outbound

This paper cites Collective Wisdom: Policy Averaging with an Application to the Newsvendor Problem.

Prescribe-then-Select: Adaptive Policy Selection for Contextual Stochastic Optimization Collective Wisdom: Policy Averaging with an Application to the Newsvendor Problem

Reference 17

Resolution: metadata mismatch; local_arxiv, observed 2026-08-04T21:09:37.967013Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation d327997c-a922-495f-8136-9e1a38771353 · outbound

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

Prescribe-then-Select: Adaptive Policy Selection for Contextual Stochastic Optimization Distributionally robust optimization under moment uncertainty with application to data-driven problems

Reference 18

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Source-reported events for the cited work

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Observation a144056f-af4b-4ab8-b00e-31b2095aa58d · outbound

This paper cites Predictive stochastic programming.

Prescribe-then-Select: Adaptive Policy Selection for Contextual Stochastic Optimization Predictive stochastic programming

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-04T21:09:38.419699Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 32718b74-9b81-4eb8-92b1-be44e12ee6b3 · outbound

This paper cites Task-based end-to-end model learning in stochastic optimization.

Prescribe-then-Select: Adaptive Policy Selection for Contextual Stochastic Optimization Task-based end-to-end model learning in stochastic optimization

Reference 20

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Source-reported events for the cited work

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Observation 25a11494-61d8-4dcd-9b58-97aa48e40afe · outbound

This paper cites Multiple model-based reinforcement learning.

Prescribe-then-Select: Adaptive Policy Selection for Contextual Stochastic Optimization Multiple model-based reinforcement learning

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-04T21:09:38.392593Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation af7761e3-ba30-4f41-8724-e7c9dd667f3b · outbound

This paper cites Ensembles for continuous actions in reinforcement learning.

Prescribe-then-Select: Adaptive Policy Selection for Contextual Stochastic Optimization Ensembles for continuous actions in reinforcement learning

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-04T21:09:38.375913Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 3deb5e4a-ec7c-4784-a30b-0537d1b2cf1e · outbound

This paper cites predict, then optimize.

Prescribe-then-Select: Adaptive Policy Selection for Contextual Stochastic Optimization predict, then optimize

Reference 23

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Source-reported events for the cited work

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Observation 40021a4c-6331-4dea-b781-0e0e78e441c1 · outbound

This paper cites Divide-and-Conquer Reinforcement Learning.

Prescribe-then-Select: Adaptive Policy Selection for Contextual Stochastic Optimization Divide-and-Conquer Reinforcement Learning

Reference 24

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Source-reported events for the cited work

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Observation 66647b94-dc24-466c-8c3a-96c3cca7fb68 · outbound

This paper cites Contextual policy transfer in reinforcement learning domains via deep mixtures-of-experts.

Prescribe-then-Select: Adaptive Policy Selection for Contextual Stochastic Optimization Contextual policy transfer in reinforcement learning domains via deep mixtures-of-experts

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-04T21:09:38.346093Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 365bc3d9-de21-4477-8dbc-76871a6a1d6a · outbound

This paper cites Reinforcement Learning with Competitive Ensembles of Information-Constrained Primitives.

Prescribe-then-Select: Adaptive Policy Selection for Contextual Stochastic Optimization Reinforcement Learning with Competitive Ensembles of Information-Constrained Primitives

Reference 26

Resolution: verified exact; local_arxiv, observed 2026-08-04T21:09:37.921298Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 69685bff-6cd3-4444-952c-cacd553af44d · outbound

This paper cites A data-driven newsvendor problem: From data to decision.

Prescribe-then-Select: Adaptive Policy Selection for Contextual Stochastic Optimization A data-driven newsvendor problem: From data to decision

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-04T21:09:38.328083Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 3bfba528-6702-45c7-9191-6835ca0476d4 · outbound

This paper cites Stochastic optimization forests.

Prescribe-then-Select: Adaptive Policy Selection for Contextual Stochastic Optimization Stochastic optimization forests

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-04T21:09:38.310302Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 997a452e-eff5-46eb-9ebf-66f249bd8470 · outbound

This paper cites Residuals-based distributionally robust optimization with covariate information.

Prescribe-then-Select: Adaptive Policy Selection for Contextual Stochastic Optimization Residuals-based distributionally robust optimization with covariate information

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-04T21:09:38.294856Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation fafb10c3-d38e-449e-9d55-4c8d4f92de1e · outbound

This paper cites The single-period (news-vendor) problem: literature review and suggestions for future research.

Prescribe-then-Select: Adaptive Policy Selection for Contextual Stochastic Optimization The single-period (news-vendor) problem: literature review and suggestions for future research

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-04T21:09:38.279814Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 37a66378-1cbd-46d7-be25-1d180d817d11 · outbound

This paper cites The sample average approximation method for stochastic discrete optimization.

Prescribe-then-Select: Adaptive Policy Selection for Contextual Stochastic Optimization The sample average approximation method for stochastic discrete optimization

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-04T21:09:38.263754Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation fce5c147-fb7d-4552-8c05-72104bd43642 · outbound

This paper cites Robust stochastic approximation approach to stochastic programming.

Prescribe-then-Select: Adaptive Policy Selection for Contextual Stochastic Optimization Robust stochastic approximation approach to stochastic programming

Reference 32

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Source-reported events for the cited work

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Observation dc7d0122-4bab-4eef-bb59-1d3d8d543930 · outbound

This paper cites Prescriptive analytics for flexible capacity management.

Prescribe-then-Select: Adaptive Policy Selection for Contextual Stochastic Optimization Prescriptive analytics for flexible capacity management

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-04T21:09:38.237663Z

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No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation ac2660d7-6371-4887-b949-4522ddd95e29 · outbound

This paper cites Applying deep learning to the newsvendor problem.

Prescribe-then-Select: Adaptive Policy Selection for Contextual Stochastic Optimization Applying deep learning to the newsvendor problem

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-04T21:09:38.222200Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 3daba29b-57dc-4bbf-9ef5-4c8463d13079 · outbound

This paper cites Integrated Conditional Estimation-Optimization.

Prescribe-then-Select: Adaptive Policy Selection for Contextual Stochastic Optimization Integrated Conditional Estimation-Optimization

Reference 35

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Observation a2a9869e-71f4-4a99-8e46-e3ca54ca2a68 · outbound

This paper cites A stochastic approximation method.

Prescribe-then-Select: Adaptive Policy Selection for Contextual Stochastic Optimization A stochastic approximation method

Reference 36

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Observation 93dfebfc-298a-48e2-8a0f-246f26c8a258 · outbound

This paper cites A survey of contextual optimization methods for decision-making under uncertainty.

Prescribe-then-Select: Adaptive Policy Selection for Contextual Stochastic Optimization A survey of contextual optimization methods for decision-making under uncertainty

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-04T21:09:36.531429Z

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Observation d53bc103-8977-4c4d-888f-a9e43cb9d3a4 · outbound

This paper cites Inter-module credit assignment in modular reinforcement learning.

Prescribe-then-Select: Adaptive Policy Selection for Contextual Stochastic Optimization Inter-module credit assignment in modular reinforcement learning

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-08-04T21:09:38.194741Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 283e5438-0b4a-41e7-9dc3-76338b62b36a · outbound

This paper cites Monte carlo sampling methods.

Prescribe-then-Select: Adaptive Policy Selection for Contextual Stochastic Optimization Monte carlo sampling methods

Reference 39

Resolution: verified fuzzy; raw_fallback, observed 2026-08-04T21:09:38.178285Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 93979303-aa9a-4d5f-94db-44c594168ee2 · outbound

This paper cites On complexity of stochastic programming problems.

Prescribe-then-Select: Adaptive Policy Selection for Contextual Stochastic Optimization On complexity of stochastic programming problems

Reference 40

Resolution: verified fuzzy; raw_fallback, observed 2026-08-04T21:09:38.162419Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 0eebef82-9866-4d5f-b301-7563282ca234 · outbound

This paper cites Lectures on stochastic programming: modeling and theory.

Prescribe-then-Select: Adaptive Policy Selection for Contextual Stochastic Optimization Lectures on stochastic programming: modeling and theory

Reference 41

Resolution: verified fuzzy; raw_fallback, observed 2026-08-04T21:09:38.145429Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation f414e2f3-56e3-4639-86a9-fa3315c3458f · outbound

This paper cites Facility location under uncertainty: a review.

Prescribe-then-Select: Adaptive Policy Selection for Contextual Stochastic Optimization Facility location under uncertainty: a review

Reference 42

Resolution: verified fuzzy; raw_fallback, observed 2026-08-04T21:09:38.127185Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation eca21144-459b-4f30-8aa0-36346917bd18 · outbound

This paper cites Fundamentals of supply chain theory.

Prescribe-then-Select: Adaptive Policy Selection for Contextual Stochastic Optimization Fundamentals of supply chain theory

Reference 43

Resolution: verified fuzzy; raw_fallback, observed 2026-08-04T21:09:38.111439Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation ff1c46bc-f5a9-4586-875b-3e3961d8b412 · outbound

This paper cites Switching between different state representations in reinforcement learning.

Prescribe-then-Select: Adaptive Policy Selection for Contextual Stochastic Optimization Switching between different state representations in reinforcement learning

Reference 44

Resolution: verified fuzzy; raw_fallback, observed 2026-08-04T21:09:38.094790Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation f43f8058-33ea-4dce-8248-d02c16345b16 · outbound

This paper cites Ensemble algorithms in reinforcement learning.

Prescribe-then-Select: Adaptive Policy Selection for Contextual Stochastic Optimization Ensemble algorithms in reinforcement learning

Reference 45

Resolution: verified fuzzy; raw_fallback, observed 2026-08-04T21:09:38.077522Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 610b54b2-cb2c-49c7-9bed-9e339fd3b1a6 · outbound

This paper cites Assessing the performance of deep learning algorithms for newsvendor problem.

Prescribe-then-Select: Adaptive Policy Selection for Contextual Stochastic Optimization Assessing the performance of deep learning algorithms for newsvendor problem

Reference 46

Resolution: verified fuzzy; raw_fallback, observed 2026-08-04T21:09:38.060670Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 409ff57f-be46-4016-88cf-ac2e54ed5a3e · outbound

This paper cites write newline.

Prescribe-then-Select: Adaptive Policy Selection for Contextual Stochastic Optimization write newline

Reference 47

Resolution: unresolved; no resolver link, observed 2026-08-04T21:09:37.592814Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.