{
  "schema_version": 1,
  "title": "Provably Data-driven Multiple Hyper-parameter Tuning with Structured Loss Function",
  "emoji": "🎯",
  "space_id": "SabaPivot/repro-provably-data-driven-multiple-hyper-parameter-tuning-with-structured-loss-function",
  "paper": {
    "arxiv_id": "2602.02406"
  },
  "tags": [
    "icml2026-repro",
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  "updated_at": "2026-07-29T06:00:09.226845+00:00",
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    "title": "Provably Data-driven Multiple Hyper-parameter Tuning with Structured Loss Function",
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        "title": "Executive summary",
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      {
        "slug": "claim-1-thm41-fol-framework",
        "title": "claim-1-thm41-fol-framework",
        "file": "pages/claim-1-thm41-fol-framework/page.md",
        "children": []
      },
      {
        "slug": "claim-2-thm51-training-loss",
        "title": "claim-2-thm51-training-loss",
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        "children": []
      },
      {
        "slug": "claim-3-thm61-bilevel-validation-loss",
        "title": "claim-3-thm61-bilevel-validation-loss",
        "file": "pages/claim-3-thm61-bilevel-validation-loss/page.md",
        "children": []
      },
      {
        "slug": "claim-4-thm72-piecewise-rational-path",
        "title": "claim-4-thm72-piecewise-rational-path",
        "file": "pages/claim-4-thm72-piecewise-rational-path/page.md",
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        "slug": "claim-5-thm81-weighted-group-lasso",
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        "slug": "claim-6-thm82-weighted-fused-lasso",
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        "slug": "claim-7-failure-boundaries",
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        "slug": "conclusion",
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  "revision": "1785210130688548000"
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