Paper Citation Record · LEDGER

Sample Complexity of Data-driven Multistage Stochastic Programming under Markovian Uncertainty

As of 13 August 2026, this Paper Citation Record lists 30 of 30 outbound references and 0 inbound Pith citation observations for arXiv:2412.19299.

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

pith.paper-citation-record.v1
2412.19299 v1

Coverage vector

measured 30 of 30 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-11T00:51:49.789412Z

measured 30 of 30 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 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

30 of 30 outbound references displayed

verified exact0
verified fuzzy14
unresolved15
parse uncertain0
malformed identifier0
metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation a584afcd-9f77-4c9a-8c2b-699ae6af5c8a · outbound

This paper cites J., and Parija, G.

Sample Complexity of Data-driven Multistage Stochastic Programming under Markovian Uncertainty J., and Parija, G

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T00:51:50.590911Z

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 ccde05af-76c3-4261-8f71-dcbea0d73858 · outbound

This paper cites an unresolved cited work.

Sample Complexity of Data-driven Multistage Stochastic Programming under Markovian Uncertainty Unresolved cited work

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-11T00:51:49.544114Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 85e9183e-0664-4a39-be82-2a1bcae865ee · outbound

This paper cites F., Cen, Z., and Christel, T.

Sample Complexity of Data-driven Multistage Stochastic Programming under Markovian Uncertainty F., Cen, Z., and Christel, T

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T00:51:50.550131Z

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 628616bc-e681-4276-aaca-2a23bb02432b · outbound

This paper cites Markov Chain-based Policies for Multi-stage Stochastic Integer Linear Programming with an Application to Disaster Relief Logistics.

Sample Complexity of Data-driven Multistage Stochastic Programming under Markovian Uncertainty Markov Chain-based Policies for Multi-stage Stochastic Integer Linear Programming with an Application to Disaster Relief Logistics

Reference 4

Resolution: metadata mismatch; local_arxiv, observed 2026-08-11T00:51:49.906730Z

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 6ee27f1d-7181-4d09-aafe-ad8d4548cc08 · outbound

This paper cites and Morton, D.

Sample Complexity of Data-driven Multistage Stochastic Programming under Markovian Uncertainty and Morton, D

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T00:51:50.524811Z

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 4f3a6b2a-43f8-4b91-8e09-a4c93de4abb1 · outbound

This paper cites computational complexity of stochastic programming problems.

Sample Complexity of Data-driven Multistage Stochastic Programming under Markovian Uncertainty computational complexity of stochastic programming problems

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T00:51:50.505661Z

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 048bfab0-777e-4f13-bc36-1564b4b028d4 · outbound

This paper cites A Study of Distributionally Robust Multistage Stochastic Optimization.

Sample Complexity of Data-driven Multistage Stochastic Programming under Markovian Uncertainty A Study of Distributionally Robust Multistage Stochastic Optimization

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-11T00:51:49.584230Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 02e021cc-9643-4b21-b628-9691d79885fc · outbound

This paper cites and Morton, D.

Sample Complexity of Data-driven Multistage Stochastic Programming under Markovian Uncertainty and Morton, D

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T00:51:50.486962Z

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 10cafa6c-7f77-49b2-a4bc-8cc53b6eec28 · outbound

This paper cites and Li, S.

Sample Complexity of Data-driven Multistage Stochastic Programming under Markovian Uncertainty and Li, S

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T00:51:50.466905Z

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 60968cea-71b1-4edc-bec1-9ffd4e10e4d3 · outbound

This paper cites an unresolved cited work.

Sample Complexity of Data-driven Multistage Stochastic Programming under Markovian Uncertainty Unresolved cited work

Reference 10

Resolution: unresolved; raw_fallback, observed 2026-08-11T00:51:50.446878Z

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 f96ba83d-f0e6-4c60-b3b0-b8fb80b914cb · outbound

This paper cites J., Shapiro, A., and Homem-de Mello, T.

Sample Complexity of Data-driven Multistage Stochastic Programming under Markovian Uncertainty J., Shapiro, A., and Homem-de Mello, T

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T00:51:50.417105Z

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 82bb2023-b57c-48a5-bcf6-485e9ff8ea1b · outbound

This paper cites and Shapiro, A.

Sample Complexity of Data-driven Multistage Stochastic Programming under Markovian Uncertainty and Shapiro, A

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T00:51:50.393468Z

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 b6612303-e990-4309-bc75-ec30051b0aa6 · outbound

This paper cites an unresolved cited work.

Sample Complexity of Data-driven Multistage Stochastic Programming under Markovian Uncertainty Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-08-11T00:51:50.371533Z

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 7c5c41a8-8517-4052-a8eb-66d5a60c0c2e · outbound

This paper cites an unresolved cited work.

Sample Complexity of Data-driven Multistage Stochastic Programming under Markovian Uncertainty Unresolved cited work

Reference 14

Resolution: unresolved; raw_fallback, observed 2026-08-11T00:51:50.344573Z

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 62f445ce-aec1-4eb8-96e5-de35d5f6d5f4 · outbound

This paper cites an unresolved cited work.

Sample Complexity of Data-driven Multistage Stochastic Programming under Markovian Uncertainty Unresolved cited work

Reference 15

Resolution: unresolved; raw_fallback, observed 2026-08-11T00:51:50.319170Z

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 4363299f-50a9-4d4c-8229-2e23b8a2bc15 · outbound

This paper cites an unresolved cited work.

Sample Complexity of Data-driven Multistage Stochastic Programming under Markovian Uncertainty Unresolved cited work

Reference 16

Resolution: unresolved; raw_fallback, observed 2026-08-11T00:51:50.287477Z

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 6b015d31-970f-40e5-8257-4dd1679bd0a1 · outbound

This paper cites B., de Matos, V.

Sample Complexity of Data-driven Multistage Stochastic Programming under Markovian Uncertainty B., de Matos, V

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T00:51:50.256932Z

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 bd9204af-d6ea-44bc-900f-892be5231bfe · outbound

This paper cites an unresolved cited work.

Sample Complexity of Data-driven Multistage Stochastic Programming under Markovian Uncertainty Unresolved cited work

Reference 18

Resolution: unresolved; raw_fallback, observed 2026-08-11T00:51:50.230356Z

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 b30f8e16-536a-4041-b4bf-aa0c28c052e9 · outbound

This paper cites an unresolved cited work.

Sample Complexity of Data-driven Multistage Stochastic Programming under Markovian Uncertainty Unresolved cited work

Reference 19

Resolution: unresolved; raw_fallback, observed 2026-08-11T00:51:50.197897Z

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 9fe24b23-fecf-4ead-a2e0-056527bc0278 · outbound

This paper cites and Petersen, I.

Sample Complexity of Data-driven Multistage Stochastic Programming under Markovian Uncertainty and Petersen, I

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T00:51:50.171075Z

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 4187fad9-e721-42bf-b5c5-fe424cd732d0 · outbound

This paper cites an unresolved cited work.

Sample Complexity of Data-driven Multistage Stochastic Programming under Markovian Uncertainty Unresolved cited work

Reference 21

Resolution: unresolved; raw_fallback, observed 2026-08-11T00:51:50.147894Z

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 674a32ff-3c78-4c8e-b3f6-c059e7315011 · outbound

This paper cites an unresolved cited work.

Sample Complexity of Data-driven Multistage Stochastic Programming under Markovian Uncertainty Unresolved cited work

Reference 22

Resolution: unresolved; raw_fallback, observed 2026-08-11T00:51:50.124023Z

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 94373274-8b61-4fc6-9b23-39636866777e · outbound

This paper cites an unresolved cited work.

Sample Complexity of Data-driven Multistage Stochastic Programming under Markovian Uncertainty Unresolved cited work

Reference 23

Resolution: unresolved; raw_fallback, observed 2026-08-11T00:51:50.099882Z

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 7fbe56de-e772-46e8-886e-8462cf290305 · outbound

This paper cites and Nemirovski, A.

Sample Complexity of Data-driven Multistage Stochastic Programming under Markovian Uncertainty and Nemirovski, A

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T00:51:50.074822Z

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 0ad6196a-c160-457c-9410-3937c2f43ec0 · outbound

This paper cites P., and Soares, M.

Sample Complexity of Data-driven Multistage Stochastic Programming under Markovian Uncertainty P., and Soares, M

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T00:51:50.052865Z

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 32b1e4c2-5674-4ec5-97bc-b25aced29432 · outbound

This paper cites an unresolved cited work.

Sample Complexity of Data-driven Multistage Stochastic Programming under Markovian Uncertainty Unresolved cited work

Reference 26

Resolution: unresolved; raw_fallback, observed 2026-08-11T00:51:50.027979Z

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 0cff9d82-4075-48a6-8d09-d3b6ed437d1c · outbound

This paper cites and Wasserman, L.

Sample Complexity of Data-driven Multistage Stochastic Programming under Markovian Uncertainty and Wasserman, L

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T00:51:50.004180Z

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 e2864f67-045e-4e93-99c2-a036ae5d739a · outbound

This paper cites an unresolved cited work.

Sample Complexity of Data-driven Multistage Stochastic Programming under Markovian Uncertainty Unresolved cited work

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-11T00:51:49.776031Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 88f32e4a-8d9d-4092-856b-abb0428a4c5d · outbound

This paper cites and Sun, X.

Sample Complexity of Data-driven Multistage Stochastic Programming under Markovian Uncertainty and Sun, X

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T00:51:49.953111Z

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 3483ca01-9beb-4a00-aa92-231c9dcfb485 · outbound

This paper cites an unresolved cited work.

Sample Complexity of Data-driven Multistage Stochastic Programming under Markovian Uncertainty Unresolved cited work

Reference 30

Resolution: unresolved; raw_fallback, observed 2026-08-11T00:51:49.927757Z

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.

Pith citing papers

No inbound Pith citation observations are available.