Kohsuke Kubota

Barycentric Fused Gromov-Wasserstein Balancing for Causal Inference under Multiple Treatments

Estimating heterogeneous single and interaction treatment effects from observational data under multiple simultaneous treatments is crucial for decision-making. To mitigate estimation variance, previous studies balance representation distributions between every pair of treatment patterns. However, such pairwise balanci...