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  "schema_version": 2,
  "title": "Reproduction: Decentralized Online Convex Optimization with Efficient Communication",
  "emoji": "🎯",
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  "tags": [
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  "updated_at": "2026-07-30T00:48:25+00:00",
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    "title": "Reproduction: Decentralized Online Convex Optimization with Efficient Communication",
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      },
      {
        "slug": "claim-1-top-dogd-convex-regret",
        "title": "Claim 1: Top-DOGD convex regret",
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        "children": []
      },
      {
        "slug": "claim-2-top-dogd-strongly-convex-regret",
        "title": "Claim 2: Top-DOGD strongly convex regret",
        "file": "pages/claim-2-top-dogd-strongly-convex-regret/page.md",
        "children": []
      },
      {
        "slug": "claim-3-dependence-on-compression-quality",
        "title": "Claim 3: Dependence on compression quality",
        "file": "pages/claim-3-dependence-on-compression-quality/page.md",
        "children": []
      },
      {
        "slug": "claim-4-compressed-communication-lower-bounds",
        "title": "Claim 4: Compressed-communication lower bounds",
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        "children": []
      },
      {
        "slug": "claim-5-two-level-blocking-and-compensation-mechanism",
        "title": "Claim 5: Two-level blocking and compensation mechanism",
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        "children": []
      },
      {
        "slug": "claim-6-bandit-feedback-extensions",
        "title": "Claim 6: Bandit-feedback extensions",
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        "children": []
      },
      {
        "slug": "conclusion",
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