| { |
| "schema_version": 1, |
| "title": "Reproduction: Minimizing Upper Confidence Bounds: A Data-Driven Framework for Stochastic Programming", |
| "emoji": "🎯", |
| "space_id": "rahit/repro-minimizing-upper-confidence-bounds-a-data-driven-framework-for-stochastic-programming", |
| "paper": { |
| "arxiv_id": "2403.08966" |
| }, |
| "tags": [ |
| "icml2026-repro", |
| "paper-eXLcL70GXO" |
| ], |
| "updated_at": "2026-07-23T14:22:08+00:00", |
| "root": { |
| "slug": "index", |
| "title": "Reproduction: Minimizing Upper Confidence Bounds: A Data-Driven Framework for Stochastic Programming", |
| "file": "pages/index.md", |
| "children": [ |
| { |
| "slug": "executive-summary", |
| "title": "Executive summary", |
| "file": "pages/executive-summary/page.md", |
| "children": [] |
| }, |
| { |
| "slug": "claim-1-section-2-average-percentile-upper-bound-defined-apub", |
| "title": "Claim 1: Section 2: Average Percentile Upper Bound defined apub", |
| "file": "pages/claim-1-section-2-average-percentile-upper-bound-defined-apub/page.md", |
| "children": [] |
| }, |
| { |
| "slug": "claim-2-theorem-2-7-apub-converges-almost-surely-true-population", |
| "title": "Claim 2: Theorem 2.7: APUB converges almost surely true population", |
| "file": "pages/claim-2-theorem-2-7-apub-converges-almost-surely-true-population/page.md", |
| "children": [] |
| }, |
| { |
| "slug": "claim-3-theorem-3-3-apub-embedded-stochastic-optimization-model", |
| "title": "Claim 3: Theorem 3.3: APUB-embedded stochastic optimization model", |
| "file": "pages/claim-3-theorem-3-3-apub-embedded-stochastic-optimization-model/page.md", |
| "children": [] |
| }, |
| { |
| "slug": "claim-4-theorem-3-5-establishes-both-optimal-values-optimal", |
| "title": "Claim 4: Theorem 3.5: establishes both optimal values optimal", |
| "file": "pages/claim-4-theorem-3-5-establishes-both-optimal-values-optimal/page.md", |
| "children": [] |
| }, |
| { |
| "slug": "claim-5-figure-1-gamma-numerical-example-nominal-level-sample", |
| "title": "Claim 5: Figure 1: Gamma numerical example nominal level sample", |
| "file": "pages/claim-5-figure-1-gamma-numerical-example-nominal-level-sample/page.md", |
| "children": [] |
| }, |
| { |
| "slug": "claim-6-section-5-framework-validated-two-stage-product-mix", |
| "title": "Claim 6: Section 5: framework validated two-stage product mix", |
| "file": "pages/claim-6-section-5-framework-validated-two-stage-product-mix/page.md", |
| "children": [] |
| }, |
| { |
| "slug": "conclusion", |
| "title": "Conclusion", |
| "file": "pages/conclusion/page.md", |
| "children": [] |
| } |
| ] |
| }, |
| "agent_view_tokens": 7362, |
| "revision": "1784816528754862526" |
| } |
