logbook.json

{
  "schema_version": 1,
  "title": "Reproduction: Stability Analysis of Sharpness-Aware Minimization",
  "emoji": "🎯",
  "space_id": "SabaPivot/repro-sam-stability",
  "paper": {
    "arxiv_id": "2301.06308"
  },
  "tags": [
    "icml2026-repro",
    "paper-tNvmMTsRqh"
  ],
  "updated_at": "2026-07-16T06:45:19+00:00",
  "root": {
    "slug": "index",
    "title": "Reproduction: Stability Analysis of Sharpness-Aware Minimization",
    "file": "pages/index.md",
    "children": [
      {
        "slug": "executive-summary",
        "title": "Executive summary",
        "file": "pages/executive-summary/page.md",
        "children": []
      },
      {
        "slug": "claim-1-saddle-attraction-for-rho-1-over-lambda1-thm-1",
        "title": "Claim 1: Saddle attraction for rho >= -1 over lambda1 (Thm 1)",
        "file": "pages/claim-1-saddle-attraction-for-rho-1-over-lambda1-thm-1/page.md",
        "children": []
      },
      {
        "slug": "claim-2-sam-diffuses-slower-than-sgd-near-saddles-thm-2",
        "title": "Claim 2: SAM diffuses slower than SGD near saddles (Thm 2)",
        "file": "pages/claim-2-sam-diffuses-slower-than-sgd-near-saddles-thm-2/page.md",
        "children": []
      },
      {
        "slug": "claim-3-msd-scaling-with-momentum-and-batch-size-thm-3",
        "title": "Claim 3: MSD scaling with momentum and batch size (Thm 3)",
        "file": "pages/claim-3-msd-scaling-with-momentum-and-batch-size-thm-3/page.md",
        "children": []
      },
      {
        "slug": "claim-4-beale-function-sam-stuck-where-gd-escapes",
        "title": "Claim 4: Beale function - SAM stuck where GD escapes",
        "file": "pages/claim-4-beale-function-sam-stuck-where-gd-escapes/page.md",
        "children": []
      },
      {
        "slug": "claim-5-cifar-momentum-gives-sam-20pt-gain",
        "title": "Claim 5: CIFAR - momentum gives SAM >20pt gain",
        "file": "pages/claim-5-cifar-momentum-gives-sam-20pt-gain/page.md",
        "children": []
      },
      {
        "slug": "conclusion",
        "title": "Conclusion",
        "file": "pages/conclusion/page.md",
        "children": []
      }
    ]
  },
  "agent_view_tokens": 5846,
  "revision": "1784184319141190196"
}