{
  "schema_version": 1,
  "title": "Repro - Optimal Unconstrained Self-Distillation in Ridge Regression",
  "emoji": "🔬",
  "space_id": "YMRohit/icml2026-22249-self-distillation-logbook",
  "paper": {
    "arxiv_id": "2602.17565"
  },
  "tags": [
    "icml2026-repro",
    "paper-MdHcU4C4Rm"
  ],
  "updated_at": "2026-07-17T01:06:15+00:00",
  "root": {
    "slug": "index",
    "title": "Repro - Optimal Unconstrained Self-Distillation in Ridge Regression",
    "file": "pages/index.md",
    "children": [
      {
        "slug": "judge-claim-3-one-shot-consistency-300-seed-l4",
        "title": "Judge Claim 3 — one-shot consistency (300-seed L4)",
        "file": "pages/judge-claim-3-one-shot-consistency-300-seed-l4/page.md",
        "children": []
      },
      {
        "slug": "claim-1-exact-improvement-and-sign",
        "title": "Claim 1 — Exact improvement and sign",
        "file": "pages/claim-1-exact-improvement-and-sign/page.md",
        "children": []
      },
      {
        "slug": "claim-2-deterministic-asymptotics",
        "title": "Claim 2 — Deterministic asymptotics",
        "file": "pages/claim-2-deterministic-asymptotics/page.md",
        "children": []
      },
      {
        "slug": "claim-3-one-shot-tuning",
        "title": "Claim 3 — One-shot tuning",
        "file": "pages/claim-3-one-shot-tuning/page.md",
        "children": []
      },
      {
        "slug": "icml22249-smoke-structural",
        "title": "icml22249-smoke-structural",
        "file": "pages/icml22249-smoke-structural/page.md",
        "children": []
      },
      {
        "slug": "icml22249-smoke-figure4",
        "title": "icml22249-smoke-figure4",
        "file": "pages/icml22249-smoke-figure4/page.md",
        "children": []
      },
      {
        "slug": "icml22249-smoke-size",
        "title": "icml22249-smoke-size",
        "file": "pages/icml22249-smoke-size/page.md",
        "children": []
      },
      {
        "slug": "conclusion",
        "title": "Conclusion",
        "file": "pages/conclusion/page.md",
        "children": []
      },
      {
        "slug": "icml22249-release-artifacts",
        "title": "icml22249-release-artifacts",
        "file": "pages/icml22249-release-artifacts/page.md",
        "children": []
      }
    ]
  },
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  "revision": "1784250375785324003"
}