Katz, Dmitriy

7 publications

TMLR 2024 Separability Analysis for Causal Discovery in Mixture of DAGs Burak Varici, Dmitriy Katz, Dennis Wei, Prasanna Sattigeri, Ali Tajer

AISTATS 2023 Minimum-Entropy Coupling Approximation Guarantees Beyond the Majorization Barrier Spencer Compton, Dmitriy Katz, Benjamin Qi, Kristjan Greenewald, Murat Kocaoglu

AISTATS 2021 High-Dimensional Feature Selection for Sample Efficient Treatment Effect Estimation Kristjan Greenewald, Karthikeyan Shanmugam, Dmitriy Katz

NeurIPS 2020 Active Structure Learning of Causal DAGs via Directed Clique Trees Chandler Squires, Sara Magliacane, Kristjan Greenewald, Dmitriy Katz, Murat Kocaoglu, Karthikeyan Shanmugam

NeurIPS 2020 Entropic Causal Inference: Identifiability and Finite Sample Results Spencer Compton, Murat Kocaoglu, Kristjan Greenewald, Dmitriy Katz

NeurIPS 2019 Sample Efficient Active Learning of Causal Trees Kristjan Greenewald, Dmitriy Katz, Karthikeyan Shanmugam, Sara Magliacane, Murat Kocaoglu, Enric Boix Adsera, Guy Bresler

AISTATS 2019 Size of Interventional Markov Equivalence Classes in Random DAG Models Dmitriy Katz, Karthikeyan Shanmugam, Chandler Squires, Caroline Uhler