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Publish canonical ICML reproduction from full-score peer evidence with attribution
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{
"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",
"paper-JnuwpwbZ8D"
],
"updated_at": "2026-07-29T06:00:09.226845+00:00",
"root": {
"slug": "index",
"title": "Provably Data-driven Multiple Hyper-parameter Tuning with Structured Loss Function",
"file": "pages/index.md",
"children": [
{
"slug": "executive-summary",
"title": "Executive summary",
"file": "pages/executive-summary/page.md",
"children": []
},
{
"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",
"file": "pages/claim-2-thm51-training-loss/page.md",
"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",
"children": []
},
{
"slug": "claim-5-thm81-weighted-group-lasso",
"title": "claim-5-thm81-weighted-group-lasso",
"file": "pages/claim-5-thm81-weighted-group-lasso/page.md",
"children": []
},
{
"slug": "claim-6-thm82-weighted-fused-lasso",
"title": "claim-6-thm82-weighted-fused-lasso",
"file": "pages/claim-6-thm82-weighted-fused-lasso/page.md",
"children": []
},
{
"slug": "claim-7-failure-boundaries",
"title": "failure-boundaries",
"file": "pages/claim-7-failure-boundaries/page.md",
"children": []
},
{
"slug": "claim-8-methods-provenance",
"title": "methods-provenance",
"file": "pages/claim-8-methods-provenance/page.md",
"children": []
},
{
"slug": "conclusion",
"title": "conclusion",
"file": "pages/conclusion/page.md",
"children": []
}
]
},
"agent_view_tokens": 11575,
"revision": "1785210130688548000"
}