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"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"
} |