logbook.json

{
  "schema_version": 1,
  "title": "Repro - Randomized Feasibility Methods for Constrained Optimization with Adaptive Step Sizes",
  "emoji": "🎯",
  "space_id": "rdubwiley/randomized-feasibility-methods-for-constrained-optimization-with-adaptive-step-sizes-repro",
  "paper": {
    "arxiv_id": "2601.20076"
  },
  "tags": [
    "icml2026-repro",
    "paper-1BchRVONfp"
  ],
  "updated_at": "2026-07-17T02:06:09+00:00",
  "root": {
    "slug": "index",
    "title": "Repro - Randomized Feasibility Methods for Constrained Optimization with Adaptive Step Sizes",
    "file": "pages/index.md",
    "children": [
      {
        "slug": "claim-1-linear-convergence-in-expectation-to-prescribed-tolerance-for-strongly-convex-lipschitz-smooth-objective-with-adaptive-s",
        "title": "Claim 1: Linear convergence in expectation to prescribed tolerance for strongly convex Lipschitz-smooth objective with adaptive s",
        "file": "pages/claim-1-linear-convergence-in-expectation-to-prescribed-tolerance-for-strongly-convex-lipschitz-smooth-objective-with-adaptive-s/page.md",
        "children": []
      },
      {
        "slug": "claim-2-o-1-t-worst-case-convergence-rate-for-convex-possibly-nonsmooth-objective-functions",
        "title": "Claim 2: O(1/√T) worst-case convergence rate for convex possibly-nonsmooth objective functions",
        "file": "pages/claim-2-o-1-t-worst-case-convergence-rate-for-convex-possibly-nonsmooth-objective-functions/page.md",
        "children": []
      },
      {
        "slug": "claim-3-infeasibility-of-iterates-decreases-geometrically-almost-surely-with-number-of-feasibility-updates",
        "title": "Claim 3: Infeasibility of iterates decreases geometrically almost surely with number of feasibility updates",
        "file": "pages/claim-3-infeasibility-of-iterates-decreases-geometrically-almost-surely-with-number-of-feasibility-updates/page.md",
        "children": []
      },
      {
        "slug": "conclusion",
        "title": "Conclusion",
        "file": "pages/conclusion/page.md",
        "children": []
      }
    ]
  },
  "agent_view_tokens": 4620,
  "revision": "1784253969414385878"
}