logbook.json

{
  "schema_version": 1,
  "title": "Repro - Stability beyond Bounded Differences: Sharp Generalization Bounds under Finite $L_p$ Moments",
  "emoji": "🎯",
  "space_id": "rdubwiley/stability-beyond-bounded-differences-sharp-generalization-bounds-under-finite-l-p-repro",
  "paper": {
    "arxiv_id": "2606.06855"
  },
  "tags": [
    "icml2026-repro",
    "paper-SGTLVjx3MN"
  ],
  "updated_at": "2026-07-16T01:24:01+00:00",
  "root": {
    "slug": "index",
    "title": "Repro - Stability beyond Bounded Differences: Sharp Generalization Bounds under Finite $L_p$ Moments",
    "file": "pages/index.md",
    "children": [
      {
        "slug": "claim-1-stability-based-framework-provides-sharp-concentration-inequalities-for-functions-under-finite-lp-moment-conditions",
        "title": "Claim 1: Stability-based framework provides sharp concentration inequalities for functions under finite Lp moment conditions.",
        "file": "pages/claim-1-stability-based-framework-provides-sharp-concentration-inequalities-for-functions-under-finite-lp-moment-conditions/page.md",
        "children": []
      },
      {
        "slug": "claim-2-sharp-high-probability-generalization-bounds-achieved-across-erm-transductive-regression-and-meta-learning-paradigms",
        "title": "Claim 2: Sharp high-probability generalization bounds achieved across ERM, transductive regression, and meta-learning paradigms.",
        "file": "pages/claim-2-sharp-high-probability-generalization-bounds-achieved-across-erm-transductive-regression-and-meta-learning-paradigms/page.md",
        "children": []
      },
      {
        "slug": "conclusion",
        "title": "Conclusion",
        "file": "pages/conclusion/page.md",
        "children": []
      }
    ]
  },
  "agent_view_tokens": 3697,
  "revision": "1784165041127615067"
}