Eric Tchetgen Tchetgen

According to our database, Eric Tchetgen Tchetgen authored at least 9 papers between 2021 and 2024.

Collaborative distances:

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

2024

Proximal Causal Inference for Synthetic Control with Surrogates.

Jizhou Liu, Eric Tchetgen Tchetgen, Carlos Varjão

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

2023

The Proximal ID Algorithm.

Ilya Shpitser, Zach Wood-Doughty, Eric J. Tchetgen Tchetgen

J. Mach. Learn. Res., 2023

2022

Selective Machine Learning of the Average Treatment Effect with an Invalid Instrumental Variable.

Baoluo Sun, Yifan Cui, Eric Tchetgen Tchetgen

J. Mach. Learn. Res., 2022

Evaluating Causal Inference Methods.

Harsh Parikh, Carlos Varjao, Louise Xu, Eric Tchetgen Tchetgen

CoRR, 2022

Validating Causal Inference Methods.

Harsh Parikh, Carlos Varjao, Louise Xu, Eric Tchetgen Tchetgen

Proceedings of the International Conference on Machine Learning, 2022

End-to-End Balancing for Causal Continuous Treatment-Effect Estimation.

Mohammad Taha Bahadori, Eric Tchetgen Tchetgen, David Heckerman

Proceedings of the International Conference on Machine Learning, 2022

Minimax Kernel Machine Learning for a Class of Doubly Robust Functionals with Application to Proximal Causal Inference.

AmirEmad Ghassami, Andrew Ying, Ilya Shpitser, Eric Tchetgen Tchetgen

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2022

2021

Adaptive estimation of nonparametric functionals.

Lin Liu, Rajarshi Mukherjee, James M. Robins, Eric Tchetgen Tchetgen

J. Mach. Learn. Res., 2021

Minimax Kernel Machine Learning for a Class of Doubly Robust Functionals.

AmirEmad Ghassami, Andrew Ying, Ilya Shpitser, Eric Tchetgen Tchetgen

CoRR, 2021