Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-14T04:37:21.269176Z
Paper Citation Record · LEDGER
As of 21 August 2026, this Paper Citation Record lists 14 of 14 outbound references and 0 inbound Pith citation observations for arXiv:2608.08718.
A citation records a reference. It does not transfer a finding from one paper to another.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-14T04:37:21.269176Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-21T06:32:19.484+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
14 of 14 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation f988e891-6fa1-4d7b-a041-bd9ca3d8978e · outbound
Integrated Learning and Robust Optimization Advances in Neural Information Processing Systems, volume 32, 9562–9574
Reference 1
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 284dc5c6-4cc6-4146-b33a-d149ba1bc198 · outbound
Integrated Learning and Robust Optimization Since γ >0, the objective is strongly convex, so the minimizer is unique
Reference 2
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation bc1ccf22-cbcb-4911-bcf6-f5e285cc1b2d · outbound
Integrated Learning and Robust Optimization Unresolved cited work
Reference 3
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 0395ae65-30a8-4fbb-b897-34b4f8f1d80e · outbound
Integrated Learning and Robust Optimization Unresolved cited work
Reference 6
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation c977c047-7ea0-45d6-b599-27ad16351f62 · outbound
Integrated Learning and Robust Optimization Unresolved cited work
Reference 7
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 65e2aca7-b5df-4123-9d50-15c6ccb7febd · outbound
Integrated Learning and Robust Optimization Strong duality and dual attainment hold because the primal is a concave quadratic maximization over a nonempty bounded polyhedron
Reference 8
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation afbc53d0-d3fb-4f02-a238-aecc1ee323ee · outbound
Integrated Learning and Robust Optimization Unresolved cited work
Reference 9
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 06e4953b-5065-4f9a-95fa-9da2c9492dfc · outbound
Integrated Learning and Robust Optimization NX i=1 σiφ(xi)⊤ F # . By Jensen’s inequality, Eσ,X
Reference 12
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation c1ee3668-43e5-4423-a101-fac093f4cafe · outbound
Integrated Learning and Robust Optimization Advances in Neural Information Processing Systems, volume 33, 9508–9519
Reference 13
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 82b9d00d-4db2-45a5-b492-1403e6063efa · outbound
Integrated Learning and Robust Optimization Taking expectation over the sample establishes (EC.15).□ Remark EC.1 (The two classes are not nested).Neither class contains the other
Reference 14
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 07883826-47bc-4fa5-b07c-93099b59efca · outbound
Integrated Learning and Robust Optimization Kannan R, Bayraksan G, Luedtke JR (2025) Technical note—data-driven sample average approximation with covari- ate information.Operations Research73(6):3245–3259
Reference 21
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3492f9fc-2b4f-4184-9016-f6bb68ba7a09 · outbound
Integrated Learning and Robust Optimization Estimate-Then-Optimize versus Integrated-Estimation-Optimization versus Sample Average Approximation: A Stochastic Dominance Perspective
Reference 71
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3e630ebd-64ba-49ee-992e-b7bacf04530a · outbound
Integrated Learning and Robust Optimization Integrated Learning and Robust Optimization
Reference 1376
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 93448476-7ae8-492e-bc44-7eb3d8a80020 · outbound
Integrated Learning and Robust Optimization Massart P (2000) Some applications of concentration inequalities to statistics.Annales de la Faculté des sciences de Toulouse: Mathématiques9(2):245–303
Reference 1701
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
No inbound Pith citation observations are available.