{
  "schema_version": 1,
  "title": "Row-Stochastic Matrices Can Provably Outperform Doubly Stochastic Matrices in Decentralized Learning — Independent Reproduction",
  "emoji": "🧭",
  "space_id": "ProCreations/tau2-bench-repro",
  "paper": {
    "arxiv_id": "2511.19513",
    "openreview_id": "GAQE4Wr53f"
  },
  "tags": [
    "icml2026-repro",
    "paper-GAQE4Wr53f"
  ],
  "updated_at": "2026-07-17T22:10:00+00:00",
  "root": {
    "slug": "index",
    "title": "Row-Stochastic Matrices Can Provably Outperform Doubly Stochastic Matrices in Decentralized Learning — Independent Reproduction",
    "file": "pages/index.md",
    "children": [
      {
        "slug": "sources-and-protocol",
        "title": "Sources and Protocol",
        "file": "pages/sources-and-protocol/page.md",
        "children": []
      },
      {
        "slug": "claim-1-weighted-geometry",
        "title": "Claim 1 — Weighted Geometry",
        "file": "pages/claim-1-weighted-geometry/page.md",
        "children": []
      },
      {
        "slug": "claim-2-strictly-faster",
        "title": "Claim 2 — Strictly Faster",
        "file": "pages/claim-2-strictly-faster/page.md",
        "children": []
      },
      {
        "slug": "claim-3-conditions-and-topology",
        "title": "Claim 3 — Conditions and Topology",
        "file": "pages/claim-3-conditions-and-topology/page.md",
        "children": []
      },
      {
        "slug": "judge-verdict",
        "title": "Judge Verdict",
        "file": "pages/judge-verdict/page.md",
        "children": []
      }
    ]
  },
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  "revision": "1784326200000000000"
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