Causal inference is expensive. Here’s an algorithm for fixing that.

# Kristjan Greenewald

Research Staff Member

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Publications with the MIT-IBM Watson AI Lab

Minimum-Entropy Coupling Approximation Guarantees Beyond the Majorization Barrier

Minimum-Entropy Coupling Approximation Guarantees Beyond the Majorization Barrier

High-Dimensional Feature Selection for Sample Efficient Treatment Effect Estimation

High-Dimensional Feature Selection for Sample Efficient Treatment Effect Estimation

Asymptotic Guarantees for Generative Modeling based on the Smooth Wasserstein Distance

Asymptotic Guarantees for Generative Modeling based on the Smooth Wasserstein Distance

Gaussian-Smoothed Optimal Transport: Metric Structure and Statistical Efficiency

Gaussian-Smoothed Optimal Transport: Metric Structure and Statistical Efficiency