Childers, David

5 publications

AISTATS 2024 Timing as an Action: Learning When to Observe and Act Helen Zhou, Audrey Huang, Kamyar Azizzadenesheli, David Childers, Zachary Lipton

CLeaR 2023 Local Causal Discovery for Estimating Causal Effects Shantanu Gupta, David Childers, Zachary Chase Lipton

NeurIPSW 2022 Local Causal Discovery for Estimating Causal Effects Shantanu Gupta, David Childers, Zachary Chase Lipton

NeurIPS 2021 Efficient Online Estimation of Causal Effects by Deciding What to Observe Shantanu Gupta, Zachary Lipton, David Childers

UAI 2021 Estimating Treatment Effects with Observed Confounders and Mediators Shantanu Gupta, Zachary C. Lipton, David Childers