{
  "schema_version": 2,
  "title": "Reproduction: Delayed Momentum Aggregation: Communication-efficient Byzantine-robust Federated Learning with Partial Participation",
  "emoji": "🎯",
  "space_id": "ICML-2026-agent-repro/repro-delayed-momentum-communication-efficient-byzantine-robust-federated-learning",
  "paper": null,
  "tags": [
    "icml2026-repro",
    "paper-KG4CjK6j8Y"
  ],
  "updated_at": "2026-07-28T04:07:11+00:00",
  "root": {
    "slug": "index",
    "title": "Reproduction: Delayed Momentum Aggregation: Communication-efficient Byzantine-robust Federated Learning with Partial Participation",
    "file": "pages/index.md",
    "children": [
      {
        "slug": "executive-summary",
        "title": "Executive summary",
        "file": "pages/executive-summary/page.md",
        "children": []
      },
      {
        "slug": "claim-1-d-byz-sgdm-convergence-under-partial-participation",
        "title": "Claim 1: D-Byz-SGDM convergence under partial participation",
        "file": "pages/claim-1-d-byz-sgdm-convergence-under-partial-participation/page.md",
        "children": []
      },
      {
        "slug": "claim-2-theorem-4-1-convergence-guarantee",
        "title": "Claim 2: Theorem 4.1 convergence guarantee",
        "file": "pages/claim-2-theorem-4-1-convergence-guarantee/page.md",
        "children": []
      },
      {
        "slug": "claim-3-theorem-4-2-lower-bound",
        "title": "Claim 3: Theorem 4.2 lower bound",
        "file": "pages/claim-3-theorem-4-2-lower-bound/page.md",
        "children": []
      },
      {
        "slug": "claim-4-mnist-cnn-experiments",
        "title": "Claim 4: MNIST CNN experiments",
        "file": "pages/claim-4-mnist-cnn-experiments/page.md",
        "children": []
      },
      {
        "slug": "claim-5-non-byzantine-setting-performance",
        "title": "Claim 5: Non-Byzantine setting performance",
        "file": "pages/claim-5-non-byzantine-setting-performance/page.md",
        "children": []
      },
      {
        "slug": "claim-6-delayed-momentum-aggregation-mechanism",
        "title": "Claim 6: Delayed momentum aggregation mechanism",
        "file": "pages/claim-6-delayed-momentum-aggregation-mechanism/page.md",
        "children": []
      },
      {
        "slug": "conclusion",
        "title": "Conclusion",
        "file": "pages/conclusion/page.md",
        "children": []
      }
    ]
  },
  "traces": [],
  "workspace": {
    "file": "workspace.json",
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  "revision": "8714521ab5db24916623"
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