David Childers

According to our database, David Childers authored at least 4 papers between 2021 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Timing as an Action: Learning When to Observe and Act.

Helen Zhou, Audrey Huang, Kamyar Azizzadenesheli, David Childers, Zachary C. Lipton

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2024

2023

Local Causal Discovery for Estimating Causal Effects.

Shantanu Gupta, David Childers, Zachary Chase Lipton

Proceedings of the Conference on Causal Learning and Reasoning, 2023

2021

Estimating treatment effects with observed confounders and mediators.

Shantanu Gupta, Zachary C. Lipton, David Childers

Proceedings of the Thirty-Seventh Conference on Uncertainty in Artificial Intelligence, 2021

Efficient Online Estimation of Causal Effects by Deciding What to Observe.

Shantanu Gupta, Zachary C. Lipton, David Childers

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021