{
  "schema_version": 2,
  "title": "Reproduction: Learning Permutation from Structure Without Supervision",
  "emoji": "🎯",
  "space_id": "erobinson/repro-learning-permutation-from-structure-without-supervision",
  "paper": null,
  "tags": [
    "icml2026-repro",
    "paper-H8ozFYOmk8"
  ],
  "updated_at": "2026-07-28T00:53:48+00:00",
  "root": {
    "slug": "index",
    "title": "Reproduction: Learning Permutation from Structure Without Supervision",
    "file": "pages/index.md",
    "children": [
      {
        "slug": "executive-summary",
        "title": "Executive summary",
        "file": "pages/executive-summary/page.md",
        "children": []
      },
      {
        "slug": "claim-1-entropy-adaptive-gumbel-sinkhorn-algorithm-1",
        "title": "Claim 1: Entropy-adaptive Gumbel-Sinkhorn Algorithm 1",
        "file": "pages/claim-1-entropy-adaptive-gumbel-sinkhorn-algorithm-1/page.md",
        "children": []
      },
      {
        "slug": "claim-2-proposition-1-uniform-temperature-trade-off",
        "title": "Claim 2: Proposition 1 — uniform-temperature trade-off",
        "file": "pages/claim-2-proposition-1-uniform-temperature-trade-off/page.md",
        "children": []
      },
      {
        "slug": "claim-3-sorting-experiments-entropy-adaptive-outperforms-global-annealing-at-high-ambiguity",
        "title": "Claim 3: Sorting experiments — entropy-adaptive outperforms global annealing at high ambiguity",
        "file": "pages/claim-3-sorting-experiments-entropy-adaptive-outperforms-global-annealing-at-high-ambiguity/page.md",
        "children": []
      },
      {
        "slug": "claim-4-celeba-jigsaw-reconstruction-entropy-adaptive-gains-scale-with-puzzle-size",
        "title": "Claim 4: CelebA jigsaw reconstruction — entropy-adaptive gains scale with puzzle size",
        "file": "pages/claim-4-celeba-jigsaw-reconstruction-entropy-adaptive-gains-scale-with-puzzle-size/page.md",
        "children": []
      },
      {
        "slug": "claim-5-tsp-dv-ta-reduces-tour-length-and-optimality-gap",
        "title": "Claim 5: TSP — DV-TA reduces tour length and optimality gap",
        "file": "pages/claim-5-tsp-dv-ta-reduces-tour-length-and-optimality-gap/page.md",
        "children": []
      },
      {
        "slug": "claim-6-figure-2-entropy-adaptive-attains-higher-kendall-tau-appendix-k-sensitivity",
        "title": "Claim 6: Figure 2 — entropy-adaptive attains higher Kendall tau; Appendix K sensitivity",
        "file": "pages/claim-6-figure-2-entropy-adaptive-attains-higher-kendall-tau-appendix-k-sensitivity/page.md",
        "children": []
      },
      {
        "slug": "conclusion",
        "title": "Conclusion",
        "file": "pages/conclusion/page.md",
        "children": []
      }
    ]
  },
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