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"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"
}
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