{
  "schema_version": 1,
  "title": "Repro - DISCO: Mitigating Bias in Deep Learning with Conditional Distance Correlation",
  "emoji": "\ud83d\udd2c",
  "space_id": "bertfil/TYjTWxDOOC",
  "paper": {
    "arxiv_id": "2506.11653",
    "openreview_id": "TYjTWxDOOC",
    "title": "DISCO: Mitigating Bias in Deep Learning with Conditional Distance Correlation",
    "url": "https://arxiv.org/abs/2506.11653"
  },
  "tags": [
    "icml2026-repro",
    "paper-TYjTWxDOOC"
  ],
  "updated_at": "2026-07-20T03:52:32+00:00",
  "root": {
    "slug": "index",
    "title": "Repro - DISCO: Mitigating Bias in Deep Learning with Conditional Distance Correlation",
    "file": "pages/index.md",
    "children": [
      {
        "slug": "00-scored-evidence-summary",
        "title": "00 - Scored evidence summary",
        "file": "pages/00-scored-evidence-summary/page.md",
        "children": []
      },
      {
        "slug": "claim-1-disco-is-evaluated-on-three-datasets-extended-yale",
        "title": "Claim 1 - DISCO is evaluated on three datasets \u2014 Extended YaleB (16,12\u2026",
        "file": "pages/claim-1-disco-is-evaluated-on-three-datasets-extended-yale/page.md",
        "children": []
      },
      {
        "slug": "claim-2-on-the-3d-simulation-dataset-with-a-5-dimensional",
        "title": "Claim 2 - On the 3D Simulation dataset with a 5-dimensional vector-val\u2026",
        "file": "pages/claim-2-on-the-3d-simulation-dataset-with-a-5-dimensional/page.md",
        "children": []
      },
      {
        "slug": "claim-3-on-extended-yaleb-and-dsprites-disco-performs-comp",
        "title": "Claim 3 - On Extended YaleB and dSprites, DISCO performs comparably to\u2026",
        "file": "pages/claim-3-on-extended-yaleb-and-dsprites-disco-performs-comp/page.md",
        "children": []
      },
      {
        "slug": "claim-4-disco-requires-tuning-only-a-single-nadaraya-watso",
        "title": "Claim 4 - DISCO requires tuning only a single Nadaraya-Watson bandwidt\u2026",
        "file": "pages/claim-4-disco-requires-tuning-only-a-single-nadaraya-watso/page.md",
        "children": []
      },
      {
        "slug": "claim-5-disco-s-per-batch-computational-cost-is-o-b-3-comp",
        "title": "Claim 5 - DISCO's per-batch computational cost is O(b^3), compared to \u2026",
        "file": "pages/claim-5-disco-s-per-batch-computational-cost-is-o-b-3-comp/page.md",
        "children": []
      },
      {
        "slug": "reproduction-protocol-and-provenance",
        "title": "Reproduction protocol and provenance",
        "file": "pages/reproduction-protocol-and-provenance/page.md",
        "children": []
      },
      {
        "slug": "conclusion",
        "title": "Conclusion",
        "file": "pages/conclusion/page.md",
        "children": []
      }
    ]
  },
  "agent_view_tokens": 4701,
  "revision": "1784519552773368700"
}