conftrace_

g-computation

2 papers

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Co-occurring keywords · papers mentioning both

time-varying treatments (1) functional longitudinal data (1) net convergence (1) stochastic process theory (1) measure theory (1) monte carlo estimate (1) causal identification (1) counterfactual prediction (1) conditional distribution (1) transformer (1)

Papers

Causal Identification for Complex Functional Longitudinal Studies ICLR 2025 G-Transformer: Counterfactual Outcome Prediction under Dynamic and Time-varying Treatment Regimes MLHC 2024