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repro-networked-information-aggregation-for-binary-classification
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  "schema_version": 2,
  "title": "Reproduction: Networked Information Aggregation for Binary Classification",
  "emoji": "🧠",
  "space_id": "amkkk/repro-networked-information-aggregation-for-binary-classification",
  "paper": null,
  "tags": [
    "icml2026-repro",
    "paper-mrtg4NmvAe"
  ],
  "updated_at": "2026-07-30T08:25:32+00:00",
  "root": {
    "slug": "index",
    "title": "Reproduction: Networked Information Aggregation for Binary Classification",
    "file": "pages/index.md",
    "children": [
      {
        "slug": "executive-summary",
        "title": "Executive summary",
        "file": "pages/executive-summary/page.md",
        "children": []
      },
      {
        "slug": "claim-1-theorem37",
        "title": "Claim 1: Theorem 3.7 Upper Bound",
        "file": "pages/claim-1-theorem37/page.md",
        "children": []
      },
      {
        "slug": "claim-2-theorem45",
        "title": "Claim 2: Theorem 4.5 Lower Bound",
        "file": "pages/claim-2-theorem45/page.md",
        "children": []
      },
      {
        "slug": "claim-3-lemma31",
        "title": "Claim 3: Lemma 3.1 Orthogonality",
        "file": "pages/claim-3-lemma31/page.md",
        "children": []
      },
      {
        "slug": "claim-4-lemma33",
        "title": "Claim 4: Lemma 3.3 KL Decomposition",
        "file": "pages/claim-4-lemma33/page.md",
        "children": []
      },
      {
        "slug": "claim-5-protocol",
        "title": "Claim 5: Section 2 Protocol",
        "file": "pages/claim-5-protocol/page.md",
        "children": []
      },
      {
        "slug": "conclusion",
        "title": "Conclusion",
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