Efficient Online Estimation of Causal Effects by Deciding What to Observe. - Shantanu Gupta; Zachary C. Lipton; David Childers (NeurIPS, 2021)

Estimating treatment effects with observed confounders and mediators. - Shantanu Gupta; Zachary C. Lipton; David Childers (UAI, 2021)

Local Causal Discovery for Estimating Causal Effects. - Shantanu Gupta; David Childers; Zachary Chase Lipton (CLeaR, 2023)

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

Online Data Collection for Efficient Semiparametric Inference. - Shantanu Gupta; Zachary C. Lipton; David Childers (CoRR, 2024)