logbook.json

{
  "schema_version": 1,
  "space_id": "ProCreations/repro-tight-stability-bounds-robust-distributed-learning",
  "title": "Reproduction: Tight Stability Bounds for Robust Distributed Learning",
  "emoji": "🛡️",
  "paper": {"arxiv_id": "2506.18020"},
  "revision": "1785335426836736000",
  "updated_at": "2026-07-29T14:30:26+00:00",
  "agent_view_tokens": 12000,
  "tags": ["icml2026-repro", "paper-lWyXszYR58"],
  "root": {
    "slug": "index",
    "title": "Tight Stability Bounds for Robust Distributed Learning",
    "file": "pages/index.md",
    "children": [
      {"slug": "00-judge-evidence-scorecard", "title": "Judge-facing evidence scorecard", "file": "pages/00-judge-evidence-scorecard/page.md", "children": []},
      {"slug": "claim-1", "title": "Claim 1: Byzantine convex stability", "file": "pages/claim-1/page.md", "children": []},
      {"slug": "claim-2", "title": "Claim 2: Poisoning convex upper bound", "file": "pages/claim-2/page.md", "children": []},
      {"slug": "claim-3", "title": "Claim 3: Matching poisoning lower bound", "file": "pages/claim-3/page.md", "children": []},
      {"slug": "claim-4", "title": "Claim 4: Byzantine/poisoning gap", "file": "pages/claim-4/page.md", "children": []},
      {"slug": "claim-5", "title": "Claim 5: Strongly-convex expressions", "file": "pages/claim-5/page.md", "children": []},
      {"slug": "executive-summary", "title": "Executive summary", "file": "pages/executive-summary/page.md", "children": []},
      {"slug": "conclusion", "title": "Conclusion", "file": "pages/conclusion/page.md", "children": []}
    ]
  }
}