David Childers

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 7

Top Topics

Conditional Independence

Causal Relations

Observational Data

Top Venues

Publications

Helen Zhou, Audrey Huang, Kamyar Azizzadenesheli, David Childers, Zachary C. Lipton
Timing as an Action: Learning When to Observe and Act. AISTATS (2024)
Shantanu Gupta, David Childers, Zachary Chase Lipton
Local Causal Discovery for Estimating Causal Effects. CLeaR (2023)
Shantanu Gupta, David Childers, Zachary C. Lipton
Local Causal Discovery for Estimating Causal Effects. CoRR (2023)
Shantanu Gupta, Zachary C. Lipton, David Childers
Efficient Online Estimation of Causal Effects by Deciding What to Observe. NeurIPS (2021)
Shantanu Gupta, Zachary C. Lipton, David Childers
Efficient Online Estimation of Causal Effects by Deciding What to Observe. CoRR (2021)
Shantanu Gupta, Zachary C. Lipton, David Childers
Estimating treatment effects with observed confounders and mediators. UAI (2021)
Shantanu Gupta, Zachary C. Lipton, David Childers
Estimating Treatment Effects with Observed Confounders and Mediators. CoRR (2020)