logbook.json

{
  "schema_version": 2,
  "title": "Reproduction: Sinkhorn Normalization of Diffusion Kernels",
  "emoji": "🔄",
  "space_id": "amkkk/repro-sinkhorn-normalization-diffusion-kernels",
  "paper": null,
  "tags": [
    "icml2026-repro",
    "paper-LJdacnMXkr"
  ],
  "updated_at": "2026-07-27T19:19:21+00:00",
  "root": {
    "slug": "index",
    "title": "Reproduction: Sinkhorn Normalization of Diffusion Kernels",
    "file": "pages/index.md",
    "children": [
      {
        "slug": "executive-summary",
        "title": "Executive summary",
        "file": "pages/executive-summary/page.md",
        "children": []
      },
      {
        "slug": "claim-1-sinkhorn-self-adjoint",
        "title": "Claim 1: Symmetric Sinkhorn Self-Adjoint Diffusion",
        "file": "pages/claim-1-sinkhorn-self-adjoint/page.md",
        "children": []
      },
      {
        "slug": "claim-2-resolution-convergence",
        "title": "Claim 2: Resolution Convergence to Continuous Operators",
        "file": "pages/claim-2-resolution-convergence/page.md",
        "children": []
      },
      {
        "slug": "claim-3-iteration-count",
        "title": "Claim 3: Symmetric Sinkhorn Iteration Count",
        "file": "pages/claim-3-iteration-count/page.md",
        "children": []
      },
      {
        "slug": "claim-4-four-properties",
        "title": "Claim 4: Four Joint Properties of Normalized Operators",
        "file": "pages/claim-4-four-properties/page.md",
        "children": []
      },
      {
        "slug": "claim-5-data-modalities",
        "title": "Claim 5: Demonstration on Three Irregular Data Types",
        "file": "pages/claim-5-data-modalities/page.md",
        "children": []
      },
      {
        "slug": "claim-6-spectral-consistency",
        "title": "Claim 6: Shape Analysis Spectral Consistency",
        "file": "pages/claim-6-spectral-consistency/page.md",
        "children": []
      },
      {
        "slug": "conclusion",
        "title": "Conclusion",
        "file": "pages/conclusion/page.md",
        "children": []
      }
    ]
  },
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