logbook.json

{
  "schema_version": 1,
  "title": "Repro - Partial Identification under High-Dimensional Potential Outcomes and Confounders via  Optimal Transport",
  "emoji": "🎯",
  "space_id": "rdubwiley/partial-identification-under-high-dimensional-repro",
  "paper": {
    "arxiv_id": "2606.00847"
  },
  "tags": [
    "icml2026-repro",
    "paper-raKcsJbVDY"
  ],
  "updated_at": "2026-07-18T02:29:23+00:00",
  "root": {
    "slug": "index",
    "title": "Repro - Partial Identification under High-Dimensional Potential Outcomes and Confounders via  Optimal Transport",
    "file": "pages/index.md",
    "children": [
      {
        "slug": "claim-1-decomposing-the-high-dimensional-transport-problem-into-signal-and-residual-subspaces-enables-tractable-causal-bounds",
        "title": "Claim 1: Decomposing the high-dimensional transport problem into signal and residual subspaces enables tractable causal bounds.",
        "file": "pages/claim-1-decomposing-the-high-dimensional-transport-problem-into-signal-and-residual-subspaces-enables-tractable-causal-bounds/page.md",
        "children": []
      },
      {
        "slug": "claim-2-sliced-wasserstein-distance-enables-efficient-recovery-of-residual-transport-energy-in-high-dimensions",
        "title": "Claim 2: Sliced Wasserstein distance enables efficient recovery of residual transport energy in high dimensions.",
        "file": "pages/claim-2-sliced-wasserstein-distance-enables-efficient-recovery-of-residual-transport-energy-in-high-dimensions/page.md",
        "children": []
      },
      {
        "slug": "claim-3-the-estimator-consistently-outperforms-projection-only-baselines-by-recovering-lost-transport-energy-and-yielding-more-i",
        "title": "Claim 3: The estimator consistently outperforms projection-only baselines by recovering lost transport energy and yielding more i",
        "file": "pages/claim-3-the-estimator-consistently-outperforms-projection-only-baselines-by-recovering-lost-transport-energy-and-yielding-more-i/page.md",
        "children": []
      },
      {
        "slug": "conclusion",
        "title": "Conclusion",
        "file": "pages/conclusion/page.md",
        "children": []
      }
    ]
  },
  "agent_view_tokens": 8158,
  "revision": "1784341763145322300"
}