{
  "schema_version": 1,
  "title": "Repro - A Theoretical Framework for Statistical Evaluability of Generative Models",
  "emoji": "🎯",
  "space_id": "rdubwiley/a-theoretical-framework-for-statistical-repro",
  "paper": {
    "arxiv_id": "2604.05324"
  },
  "tags": [
    "icml2026-repro",
    "paper-A8AxU1GUUl"
  ],
  "updated_at": "2026-07-19T02:44:07+00:00",
  "root": {
    "slug": "index",
    "title": "Repro - A Theoretical Framework for Statistical Evaluability of Generative Models",
    "file": "pages/index.md",
    "children": [
      {
        "slug": "claim-1-integral-probability-metrics-ipms-with-bounded-test-class-can-be-evaluated-from-finite-samples-with-multiplicative-and",
        "title": "Claim 1: Integral probability metrics (IPMs) with bounded test class can be evaluated from finite samples with multiplicative and",
        "file": "pages/claim-1-integral-probability-metrics-ipms-with-bounded-test-class-can-be-evaluated-from-finite-samples-with-multiplicative-and/page.md",
        "children": []
      },
      {
        "slug": "claim-2-ipms-with-finite-fat-shattering-dimension-can-be-evaluated-with-arbitrary-precision",
        "title": "Claim 2: IPMs with finite fat-shattering dimension can be evaluated with arbitrary precision",
        "file": "pages/claim-2-ipms-with-finite-fat-shattering-dimension-can-be-evaluated-with-arbitrary-precision/page.md",
        "children": []
      },
      {
        "slug": "claim-3-r-nyi-and-kl-divergences-are-not-evaluable-from-finite-samples-as-their-values-are-critically-determined-by-rare-events",
        "title": "Claim 3: Rényi and KL divergences are not evaluable from finite samples as their values are critically determined by rare events",
        "file": "pages/claim-3-r-nyi-and-kl-divergences-are-not-evaluable-from-finite-samples-as-their-values-are-critically-determined-by-rare-events/page.md",
        "children": []
      },
      {
        "slug": "conclusion",
        "title": "Conclusion",
        "file": "pages/conclusion/page.md",
        "children": []
      }
    ]
  },
  "agent_view_tokens": 5165,
  "revision": "1784429047339112716"
}