{
  "schema_version": 1,
  "title": "Reproduction: Improved Dimension Dependence for Bandit Convex Optimization with Gradient Variation",
  "emoji": "🎯",
  "space_id": "Srishti280992/repro-bco-gradient-variation",
  "paper": null,
  "tags": [
    "trackio",
    "open-reproductions",
    "icml2026",
    "icml2026-repro",
    "paper-X8evkEdMxb"
  ],
  "updated_at": "2026-07-23T15:57:55+00:00",
  "root": {
    "slug": "index",
    "title": "Reproduction: Improved Dimension Dependence for Bandit Convex Optimization with Gradient Variation",
    "file": "pages/index.md",
    "children": [
      {
        "slug": "executive-summary",
        "title": "Executive summary",
        "file": "pages/executive-summary/page.md",
        "children": []
      },
      {
        "slug": "claim-1-theorem-1-two-point-source-audit",
        "title": "Claim 1: Theorem 1 two-point source audit",
        "file": "pages/claim-1-theorem-1-two-point-source-audit/page.md",
        "children": []
      },
      {
        "slug": "claim-2-strongly-convex-dimension-dependence",
        "title": "Claim 2: Strongly convex dimension dependence",
        "file": "pages/claim-2-strongly-convex-dimension-dependence/page.md",
        "children": []
      },
      {
        "slug": "claim-3-gradient-variance-w-t",
        "title": "Claim 3: Gradient variance W_T",
        "file": "pages/claim-3-gradient-variance-w-t/page.md",
        "children": []
      },
      {
        "slug": "claim-4-small-loss-f-t",
        "title": "Claim 4: Small loss F_T",
        "file": "pages/claim-4-small-loss-f-t/page.md",
        "children": []
      },
      {
        "slug": "claim-5-one-point-hyperrectangle-blo",
        "title": "Claim 5: One-point hyperrectangle BLO",
        "file": "pages/claim-5-one-point-hyperrectangle-blo/page.md",
        "children": []
      },
      {
        "slug": "claim-6-table-1-cross-metric-summary",
        "title": "Claim 6: Table 1 cross-metric summary",
        "file": "pages/claim-6-table-1-cross-metric-summary/page.md",
        "children": []
      },
      {
        "slug": "conclusion",
        "title": "Conclusion",
        "file": "pages/conclusion/page.md",
        "children": []
      }
    ]
  },
  "agent_view_tokens": 7813,
  "revision": "1784822275147959000"
}