logbook.json

{
  "schema_version": 1,
  "title": "Repro \u2014 Belief Propagation Converges to Gaussian Distributions in Sparsely-Con",
  "emoji": "\ud83d\udd2c",
  "space_id": "JIghomena/icml26-Rl2uQlCoQX",
  "paper": {
    "openreview_id": "FaGn04tvzq",
    "arxiv_id": "",
    "title": "Belief Propagation Converges to Gaussian Distributions in Sparsely-Connected Factor Graphs"
  },
  "tags": [
    "icml2026-repro",
    "paper-FaGn04tvzq"
  ],
  "updated_at": "2026-07-25T14:38:17+00:00",
  "root": {
    "slug": "index",
    "title": "Repro \u2014 Belief Propagation Converges to Gaussian Distributions in Sparsely-Con",
    "file": "pages/index.md",
    "children": [
      {
        "slug": "00-pinned-scorecard",
        "title": "00 - Pinned scorecard",
        "file": "pages/00-pinned-scorecard/page.md",
        "children": []
      },
      {
        "slug": "claim-1-theorem-4-1-proves-that-variables-in-pai",
        "title": "Claim 1 - Theorem 4.1 proves that variables in pairwise chai",
        "file": "pages/claim-1-theorem-4-1-proves-that-variables-in-pai/page.md",
        "children": []
      },
      {
        "slug": "claim-2-theorem-4-4-extends-the-gaussian-converg",
        "title": "Claim 2 - Theorem 4.4 extends the Gaussian convergence resul",
        "file": "pages/claim-2-theorem-4-4-extends-the-gaussian-converg/page.md",
        "children": []
      },
      {
        "slug": "claim-3-theorem-4-5-uses-computation-tree-equiva",
        "title": "Claim 3 - Theorem 4.5 uses computation-tree equivalence to s",
        "file": "pages/claim-3-theorem-4-5-uses-computation-tree-equiva/page.md",
        "children": []
      },
      {
        "slug": "claim-4-lemma-4-2-identifies-an-exclusion-zone",
        "title": "Claim 4 - Lemma 4.2 identifies an 'exclusion zone' in which ",
        "file": "pages/claim-4-lemma-4-2-identifies-an-exclusion-zone/page.md",
        "children": []
      },
      {
        "slug": "claim-5-figure-4-shows-all-tested-topologies-rea",
        "title": "Claim 5 - Figure 4 shows all tested topologies reach a KL di",
        "file": "pages/claim-5-figure-4-shows-all-tested-topologies-rea/page.md",
        "children": []
      },
      {
        "slug": "claim-6-figure-5-applies-the-theory-to-stereo-de",
        "title": "Claim 6 - Figure 5 applies the theory to stereo depth estima",
        "file": "pages/claim-6-figure-5-applies-the-theory-to-stereo-de/page.md",
        "children": []
      },
      {
        "slug": "conclusion",
        "title": "conclusion",
        "file": "pages/conclusion/page.md",
        "children": []
      }
    ]
  },
  "revision": "1784990297850"
}