{
  "schema_version": 2,
  "title": "Learning $U$-Statistics with Active Inference",
  "emoji": "🎯",
  "space_id": "SabaPivot/repro-learning-u-statistics-with-active-inference",
  "paper": {
    "arxiv_id": "2605.11638"
  },
  "tags": [
    "icml2026-repro",
    "paper-BwufLjXbMO"
  ],
  "updated_at": "2026-08-02T16:31:38.256984+00:00",
  "root": {
    "slug": "index",
    "title": "Learning $U$-Statistics with Active Inference",
    "file": "pages/index.md",
    "children": [
      {
        "slug": "executive-summary",
        "title": "Executive summary",
        "file": "pages/executive-summary/page.md",
        "children": []
      },
      {
        "slug": "claim-1-aipw-u-statistic-estimator-is-unbiased",
        "title": "Claim 1: AIPW U-statistic estimator is unbiased",
        "file": "pages/claim-1-aipw-u-statistic-estimator-is-unbiased/page.md",
        "children": []
      },
      {
        "slug": "claim-2-optimal-sampling-rule-from-hoeffding-projection",
        "title": "Claim 2: optimal sampling rule from Hoeffding projection",
        "file": "pages/claim-2-optimal-sampling-rule-from-hoeffding-projection/page.md",
        "children": []
      },
      {
        "slug": "claim-3-clt-and-computable-cis-under-adaptive-sampling",
        "title": "Claim 3: CLT and computable CIs under adaptive sampling",
        "file": "pages/claim-3-clt-and-computable-cis-under-adaptive-sampling/page.md",
        "children": []
      },
      {
        "slug": "claim-4-acs-gini-budget-reduction",
        "title": "Claim 4: ACS Gini budget reduction",
        "file": "pages/claim-4-acs-gini-budget-reduction/page.md",
        "children": []
      },
      {
        "slug": "claim-5-vitaldb-wilcoxon-budget-reduction",
        "title": "Claim 5: VitalDB Wilcoxon budget reduction",
        "file": "pages/claim-5-vitaldb-wilcoxon-budget-reduction/page.md",
        "children": []
      },
      {
        "slug": "claim-6-political-bias-kendall-budget-reduction",
        "title": "Claim 6: political-bias Kendall budget reduction",
        "file": "pages/claim-6-political-bias-kendall-budget-reduction/page.md",
        "children": []
      },
      {
        "slug": "claim-99-fresh-independent-cpu-audit",
        "title": "Fresh independent CPU audit",
        "file": "pages/claim-99-fresh-independent-cpu-audit/page.md",
        "children": []
      },
      {
        "slug": "conclusion",
        "title": "Conclusion",
        "file": "pages/conclusion/page.md",
        "children": []
      }
    ]
  },
  "traces": [],
  "workspace": {
    "file": "workspace.json",
    "file_count": 0,
    "total_size": 0,
    "bucket_id": null
  },
  "agent_view_tokens": 6289,
  "trace_view_tokens": 23978,
  "workspace_view_tokens": 1044,
  "revision": "36bdce7650b68d08adc1",
  "traces_ref": {
    "repo_id": "Srishti280992/repro-learning-u-statistics-with-active-inference-traces",
    "repo_type": "dataset",
    "repo_url": "https://huggingface.co/datasets/Srishti280992/repro-learning-u-statistics-with-active-inference-traces",
    "private": true
  },
  "trace_dataset": "https://huggingface.co/datasets/Srishti280992/repro-learning-u-statistics-with-active-inference-traces",
  "workspace_ref": {
    "repo_id": "Srishti280992/repro-learning-u-statistics-with-active-inference-artifacts",
    "repo_type": "bucket",
    "repo_url": "https://huggingface.co/buckets/Srishti280992/repro-learning-u-statistics-with-active-inference-artifacts",
    "private": true
  },
  "workspace_bucket": "https://huggingface.co/buckets/Srishti280992/repro-learning-u-statistics-with-active-inference-artifacts"
}