Eric Tchetgen Tchetgen

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 9

Top Topics

Adaptive Kalman Filter

Causal Relations

Causal Inference

Top Venues

J. Mach. Learn. Res.

Publications

Jizhou Liu, Eric Tchetgen Tchetgen, Carlos Varjão
Proximal Causal Inference for Synthetic Control with Surrogates. AISTATS (2024)
Harsh Parikh, Carlos Varjao, Louise Xu, Eric Tchetgen Tchetgen
Evaluating Causal Inference Methods. CoRR (2022)
AmirEmad Ghassami, Andrew Ying, Ilya Shpitser, Eric Tchetgen Tchetgen
Minimax Kernel Machine Learning for a Class of Doubly Robust Functionals with Application to Proximal Causal Inference. AISTATS (2022)
Harsh Parikh, Carlos Varjao, Louise Xu, Eric Tchetgen Tchetgen
Validating Causal Inference Methods. ICML (2022)
Baoluo Sun, Yifan Cui, Eric Tchetgen Tchetgen
Selective Machine Learning of the Average Treatment Effect with an Invalid Instrumental Variable. J. Mach. Learn. Res. 23 (2022)
Mohammad Taha Bahadori, Eric Tchetgen Tchetgen, David Heckerman
End-to-End Balancing for Causal Continuous Treatment-Effect Estimation. ICML (2022)
Mohammad Taha Bahadori, Eric Tchetgen Tchetgen, David E. Heckerman
End-to-End Balancing for Causal Continuous Treatment-Effect Estimation. CoRR (2021)
Lin Liu, Rajarshi Mukherjee, James M. Robins, Eric Tchetgen Tchetgen
Adaptive estimation of nonparametric functionals. J. Mach. Learn. Res. 22 (2021)
AmirEmad Ghassami, Andrew Ying, Ilya Shpitser, Eric Tchetgen Tchetgen
Minimax Kernel Machine Learning for a Class of Doubly Robust Functionals. CoRR (2021)