{
  "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"
}