logbook.json

{
  "schema_version": 1,
  "title": "Reproduction: Lower Bounds for Frank-Wolfe on Strongly Convex Sets",
  "emoji": "\ud83c\udfaf",
  "space_id": "ProCreations/tfrbench-repro",
  "paper": {
    "arxiv_id": "2602.04378",
    "openreview_id": "3KX1xU2bCC"
  },
  "tags": [
    "icml2026-repro",
    "paper-3KX1xU2bCC"
  ],
  "updated_at": "2026-07-22T21:39:20.263827+00:00",
  "root": {
    "slug": "index",
    "title": "Reproduction: Lower Bounds for Frank-Wolfe on Strongly Convex Sets",
    "file": "pages/index.md",
    "children": [
      {
        "slug": "executive-summary",
        "title": "Executive summary",
        "file": "pages/executive-summary/page.md",
        "children": []
      },
      {
        "slug": "claim-0-current-anchored-claim-map",
        "title": "Claim 0: Current anchored-claim evidence map",
        "file": "pages/claim-0-current-anchored-claim-map/page.md",
        "children": []
      },
      {
        "slug": "claim-1-frank-wolfe-admits-constructive-lower-bound-of-1-when-both-objective-and-constraint-set-are-smooth-and-strongly-convex",
        "title": "Claim 1: Frank-Wolfe admits constructive lower bound of \u03a9(1/\u221a\u03b5) when both objective and constraint set are smooth and strongly convex",
        "file": "pages/claim-1-frank-wolfe-admits-constructive-lower-bound-of-1-when-both-objective-and-constraint-set-are-smooth-and-strongly-convex/page.md",
        "children": []
      },
      {
        "slug": "claim-2-known-uniform-o-1-guarantees-in-this-regime-are-tight",
        "title": "Claim 2: Known uniform O(1/\u221a\u03b5) guarantees in this regime are tight",
        "file": "pages/claim-2-known-uniform-o-1-guarantees-in-this-regime-are-tight/page.md",
        "children": []
      },
      {
        "slug": "claim-3-strong-convexity-of-constraint-set-does-not-yield-rates-uniformly-faster-than-o-1",
        "title": "Claim 3: Strong convexity of constraint set does not yield rates uniformly faster than O(1/\u221a\u03b5)",
        "file": "pages/claim-3-strong-convexity-of-constraint-set-does-not-yield-rates-uniformly-faster-than-o-1/page.md",
        "children": []
      },
      {
        "slug": "conclusion",
        "title": "Conclusion",
        "file": "pages/conclusion/page.md",
        "children": []
      }
    ]
  },
  "agent_view_tokens": 8000,
  "revision": "1784410643678208000"
}