File size: 2,084 Bytes
4cb29d9 | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 | {
"schema_version": 1,
"title": "Repro - Provably Data-driven Multiple Hyper-parameter Tuning with Structured Loss Function",
"emoji": "🎯",
"space_id": "rdubwiley/provably-data-driven-multiple-hyper-parameter-repro",
"paper": {
"arxiv_id": "2602.02406"
},
"tags": [
"icml2026-repro",
"paper-JnuwpwbZ8D"
],
"updated_at": "2026-07-17T02:52:29+00:00",
"root": {
"slug": "index",
"title": "Repro - Provably Data-driven Multiple Hyper-parameter Tuning with Structured Loss Function",
"file": "pages/index.md",
"children": [
{
"slug": "claim-1-establishes-first-general-framework-for-generalization-guarantees-for-multi-dimensional-hyperparameter-tuning",
"title": "Claim 1: Establishes first general framework for generalization guarantees for multi-dimensional hyperparameter tuning",
"file": "pages/claim-1-establishes-first-general-framework-for-generalization-guarantees-for-multi-dimensional-hyperparameter-tuning/page.md",
"children": []
},
{
"slug": "claim-2-strengthens-guarantees-using-semi-algebraic-function-classes-with-finite-fat-shattering-dimension",
"title": "Claim 2: Strengthens guarantees using semi-algebraic function classes with finite fat-shattering dimension",
"file": "pages/claim-2-strengthens-guarantees-using-semi-algebraic-function-classes-with-finite-fat-shattering-dimension/page.md",
"children": []
},
{
"slug": "claim-3-derives-improved-bounds-for-data-driven-weighted-group-lasso-and-weighted-fused-lasso",
"title": "Claim 3: Derives improved bounds for data-driven weighted group lasso and weighted fused lasso",
"file": "pages/claim-3-derives-improved-bounds-for-data-driven-weighted-group-lasso-and-weighted-fused-lasso/page.md",
"children": []
},
{
"slug": "conclusion",
"title": "Conclusion",
"file": "pages/conclusion/page.md",
"children": []
}
]
},
"agent_view_tokens": 5183,
"revision": "1784256749594395393"
} |