{
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  "emoji": "🧭",
  "paper": {
    "arxiv_id": "2510.21300"
  },
  "revision": "1785142800000000000",
  "root": {
    "slug": "index",
    "title": "Reproduction: Amortized Variational Inference for Partial-Label Learning: A Probabilistic Approach to Label Disambiguation",
    "file": "pages/index.md",
    "children": [
      {
        "slug": "executive-summary",
        "title": "Executive summary",
        "file": "pages/executive-summary/page.md",
        "children": []
      },
      {
        "slug": "claim-1-dirichlet-factorization",
        "title": "Claim 1",
        "file": "pages/claim-1-dirichlet-factorization/page.md",
        "children": []
      },
      {
        "slug": "claim-2-cvae-max-entropy-prior",
        "title": "Claim 2",
        "file": "pages/claim-2-cvae-max-entropy-prior/page.md",
        "children": []
      },
      {
        "slug": "claim-3-training-schedule",
        "title": "Claim 3",
        "file": "pages/claim-3-training-schedule/page.md",
        "children": []
      },
      {
        "slug": "claim-4-real-world-results",
        "title": "Claim 4",
        "file": "pages/claim-4-real-world-results/page.md",
        "children": []
      },
      {
        "slug": "claim-5-synthetic-results",
        "title": "Claim 5",
        "file": "pages/claim-5-synthetic-results/page.md",
        "children": []
      },
      {
        "slug": "claim-6-markov-ablation",
        "title": "Claim 6",
        "file": "pages/claim-6-markov-ablation/page.md",
        "children": []
      },
      {
        "slug": "conclusion",
        "title": "Conclusion",
        "file": "pages/conclusion/page.md",
        "children": []
      }
    ]
  },
  "title": "Reproduction: Amortized Variational Inference for Partial-Label Learning: A Probabilistic Approach to Label Disambiguation",
  "updated_at": "2026-07-30T02:11:55.355516+00:00",
  "space_id": "SabaPivot/repro-amortized-variational-inference-partial-label-learning",
  "tags": [
    "icml2026-repro",
    "paper-KODJBT02ux"
  ]
}