Minimax optimal rates for Mondrian trees and forestsAnnals of Statistics (Ann. Stat.), 2018 |
Uplift Modeling from Separate LabelsNeural Information Processing Systems (NeurIPS), 2018 |
Estimation and Inference on Heterogeneous Treatment Effects in
High-Dimensional Dynamic Panels under Weak DependenceQuantitative Economics (Quant. Econ.), 2017 |
Bayesian Nonparametric Causal Inference: Information Rates and Learning
AlgorithmsIEEE Journal on Selected Topics in Signal Processing (JSTSP), 2017 |
Implicit Causal Models for Genome-wide Association StudiesInternational Conference on Learning Representations (ICLR), 2017 |
Meta-learners for Estimating Heterogeneous Treatment Effects using
Machine LearningProceedings of the National Academy of Sciences of the United States of America (PNAS), 2017 |