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repro-flatness-aware-sgld
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{
  "schema_version": 1,
  "title": "Repro - Flatness-Aware Stochastic Gradient Langevin Dynamics",
  "emoji": "🎯",
  "space_id": "txus/repro-flatness-aware-sgld",
  "paper": {
    "arxiv_id": "2510.02174"
  },
  "tags": [
    "icml2026-repro",
    "paper-Kw0nhxeTeI"
  ],
  "updated_at": "2026-07-18T09:57:11+00:00",
  "root": {
    "slug": "index",
    "title": "Repro - Flatness-Aware Stochastic Gradient Langevin Dynamics",
    "file": "pages/index.md",
    "children": [
      {
        "slug": "claim-1-prop-3-1-gibbs-measure-convergence-under-coupling",
        "title": "Claim 1: Prop 3.1 - Gibbs measure convergence under β-σ coupling",
        "file": "pages/claim-1-prop-3-1-gibbs-measure-convergence-under-coupling/page.md",
        "children": []
      },
      {
        "slug": "claim-2-thm-3-2-cor-3-3-non-asymptotic-wasserstein-convergence",
        "title": "Claim 2: Thm 3.2 / Cor 3.3 - non-asymptotic Wasserstein convergence",
        "file": "pages/claim-2-thm-3-2-cor-3-3-non-asymptotic-wasserstein-convergence/page.md",
        "children": []
      },
      {
        "slug": "claim-3-thm-3-5-excess-risk-bound-toward-flat-minima",
        "title": "Claim 3: Thm 3.5 - excess-risk bound toward flat minima",
        "file": "pages/claim-3-thm-3-5-excess-risk-bound-toward-flat-minima/page.md",
        "children": []
      },
      {
        "slug": "claim-4-resnet-34-cifar-100n-accuracy-efficiency-vs-sam",
        "title": "Claim 4: ResNet-34 CIFAR-100N accuracy & efficiency vs SAM",
        "file": "pages/claim-4-resnet-34-cifar-100n-accuracy-efficiency-vs-sam/page.md",
        "children": []
      },
      {
        "slug": "claim-5-vit-b-16-fine-tuning-cifar-100n",
        "title": "Claim 5: ViT-B/16 fine-tuning CIFAR-100N",
        "file": "pages/claim-5-vit-b-16-fine-tuning-cifar-100n/page.md",
        "children": []
      },
      {
        "slug": "claim-6-coupling-ablation-hessian-spectrum-flatness",
        "title": "Claim 6: β-σ coupling ablation & Hessian-spectrum flatness",
        "file": "pages/claim-6-coupling-ablation-hessian-spectrum-flatness/page.md",
        "children": []
      },
      {
        "slug": "conclusion",
        "title": "Conclusion",
        "file": "pages/conclusion/page.md",
        "children": []
      },
      {
        "slug": "fsgld-repro",
        "title": "fsgld-repro",
        "file": "pages/fsgld-repro/page.md",
        "children": []
      }
    ]
  },
  "agent_view_tokens": 5739,
  "revision": "1784368631371094000"
}