Paper Citation Record · LEDGER

Asymptotically Optimal Distributionally Robust Solutions through Forecasting and Operations Decentralization

As of 19 August 2026, this Paper Citation Record lists 13 of 13 outbound references and 0 inbound Pith citation observations for arXiv:2412.17257.

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

pith.paper-citation-record.v1
2412.17257 v1

Coverage vector

measured 13 of 13 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-11T05:47:52.496098Z

measured 13 of 13 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 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

13 of 13 outbound references displayed

verified exact0
verified fuzzy10
unresolved3
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 2d49a539-330c-4306-924a-4a15f504dcbe · outbound

This paper cites Mathematical Finance 9(3):203–228.

Asymptotically Optimal Distributionally Robust Solutions through Forecasting and Operations Decentralization Mathematical Finance 9(3):203–228

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T05:47:52.728638Z

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 5a162798-6424-416c-b3b7-1aa3403a07ae · outbound

This paper cites Let (v⋆,U ⋆) be the optimal solution of problem (13a), we have−p⊤ min{v⋆,U ⋆d}≥− p⊤ min{v⋆,d} as U⋆≤I and{ϱP} are monotonic risk measures.

Asymptotically Optimal Distributionally Robust Solutions through Forecasting and Operations Decentralization Let (v⋆,U ⋆) be the optimal solution of problem (13a), we have−p⊤ min{v⋆,U ⋆d}≥− p⊤ min{v⋆,d} as U⋆≤I and{ϱP} are monotonic risk measures

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T05:47:52.660828Z

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 01e9450f-3279-47d4-80a4-1fe56e4f6084 · outbound

This paper cites Let θ′ = (µ′,σ′) ∈ R2Nd + be an arbitrary moment parameter.

Asymptotically Optimal Distributionally Robust Solutions through Forecasting and Operations Decentralization Let θ′ = (µ′,σ′) ∈ R2Nd + be an arbitrary moment parameter

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T05:47:52.683157Z

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 b419ebf9-14c0-4e67-b700-545d72a2e170 · outbound

This paper cites an unresolved cited work.

Asymptotically Optimal Distributionally Robust Solutions through Forecasting and Operations Decentralization Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-08-11T05:47:52.671868Z

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 a420a40d-4b68-4642-b08d-d9b011b70463 · outbound

This paper cites By Jensen’s inequality, we haveEP(k)[g(x, ˜d)]≥g(x, EP(k)[ ˜d]) = g(x,k ˆµ) and then OPT(b(k),θ (k))≥ min x∈X(b(k)) c⊤x +g(x,k ˆµ) =V0(b(k),θ (k)), which completes the proof.

Asymptotically Optimal Distributionally Robust Solutions through Forecasting and Operations Decentralization By Jensen’s inequality, we haveEP(k)[g(x, ˜d)]≥g(x, EP(k)[ ˜d]) = g(x,k ˆµ) and then OPT(b(k),θ (k))≥ min x∈X(b(k)) c⊤x +g(x,k ˆµ) =V0(b(k),θ (k)), which completes the proof

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T05:47:52.649353Z

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 3b3750ab-2567-4728-b3fd-733dd26efe2c · outbound

This paper cites Capacity Management Problem with Product Substitution.We examine the capacity man- agement problem with product upgrades in Shumsky and Zhang (2009).

Asymptotically Optimal Distributionally Robust Solutions through Forecasting and Operations Decentralization Capacity Management Problem with Product Substitution.We examine the capacity man- agement problem with product upgrades in Shumsky and Zhang (2009)

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T05:47:52.638666Z

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 428fa1e7-dabd-498c-836c-bf1c76ac462b · outbound

This paper cites Moreover, we can findsJ1,...,s JNd such thaty≤ Uz, e.g., forj∈J i, set sj = yj/∑ k∈Jiyk.

Asymptotically Optimal Distributionally Robust Solutions through Forecasting and Operations Decentralization Moreover, we can findsJ1,...,s JNd such thaty≤ Uz, e.g., forj∈J i, set sj = yj/∑ k∈Jiyk

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T05:47:52.627849Z

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 f7c521bf-8596-4175-9b80-253c221fa9ef · outbound

This paper cites Simulation Details C.1.

Asymptotically Optimal Distributionally Robust Solutions through Forecasting and Operations Decentralization Simulation Details C.1

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T05:47:52.615136Z

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 876d2dd7-78f9-4c9b-9d7c-dd941ac2b426 · outbound

This paper cites Manage- ment Science 70(5):2799–2822.

Asymptotically Optimal Distributionally Robust Solutions through Forecasting and Operations Decentralization Manage- ment Science 70(5):2799–2822

Reference 104

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T05:47:52.715779Z

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 7c8377a1-95be-4bc9-ad89-0c56eddb01cc · outbound

This paper cites Opera- tions Research Letters 45(4):377–381.

Asymptotically Optimal Distributionally Robust Solutions through Forecasting and Operations Decentralization Opera- tions Research Letters 45(4):377–381

Reference 155

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T05:47:52.694368Z

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 d4fa9ff7-99ba-4590-b070-df608c9be086 · outbound

This paper cites Nonconvex Optimization and its Applications 57:135–.

Asymptotically Optimal Distributionally Robust Solutions through Forecasting and Operations Decentralization Nonconvex Optimization and its Applications 57:135–

Reference 594

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T05:47:52.705229Z

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 3ae8c2ba-a41c-4ec1-a878-267c994036ce · outbound

This paper cites Confidence-Aware Deep Learning for Load Plan Adjustments in the Parcel Service Industry.

Asymptotically Optimal Distributionally Robust Solutions through Forecasting and Operations Decentralization Confidence-Aware Deep Learning for Load Plan Adjustments in the Parcel Service Industry

Reference 618

Resolution: unresolved; no resolver link, observed 2026-08-11T05:47:52.453751Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4d97d621-a661-4cb6-b802-1e79dbf7fa6f · outbound

This paper cites Transportation Science 50(4):1360–1379.

Asymptotically Optimal Distributionally Robust Solutions through Forecasting and Operations Decentralization Transportation Science 50(4):1360–1379

Reference 3245

Resolution: unresolved; no resolver link, observed 2026-08-11T05:47:52.461876Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

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