A Convexified Matching Approach to Imputation and Individualized Inference
We introduce a new convexified matching method for missing value imputation and individualized inference inspired by computational optimal transport.
UncertaintyVisualization
Universal Prediction Band via Semi-Definite Programming
This paper proposes a computationally efficient method to construct nonparametric, heteroscedastic prediction bands for uncertainty quantification.