Neural Score Matching for High-Dimensional Causal Inference

Oscar Clivio, Fabian Falck, Brieuc Lehmann +2

Traditional methods for matching in causal inference are impractical for high-dimensional datasets. They suffer from the curse of dimensionality: exact matching and coarsened exact…