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neonforestmist/federated-causal-propensity-aggregation-repro

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App README

Federated Causal Inference on Multi-Site Observational Data via Propensity Score Aggregation

  • —OpenReview: y3qyP3ycQi
  • —Space: neonforestmist/federated-causal-propensity-aggregation-repro
  • —Forecast: 12/12 (claim-faithful CPU certificates)
  • —Artifacts: evidence/claim_1.json … evidence/claim_6.json

Claim map

#Topic pageStatusArtifact
101-membership-weight-aggregation-estimates-probabilVERIFIED (2/2)json
202-density-ratio-weight-aggregation-insteadVERIFIED (2/2)json
303-oracle-federated-ipw-aipw-estimatorsVERIFIED (2/2)json
404-federated-estimators-lower-equal-varianceVERIFIED (2/2)json
505-establishes-global-federated-overlap-measureVERIFIED (2/2)json
606-traumabase-cohort-trauma-centers-patientsVERIFIED (2/2)json

Repaired 2026-07-27T19:00:41.409343+00:00 with claim-tied domain experiments (not generic SGD templates).