Eric Tchetgen Tchetgen

According to our database1, Eric Tchetgen Tchetgen authored at least 9 papers between 2021 and 2024.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

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Links

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Bibliography

2024
Proximal Causal Inference for Synthetic Control with Surrogates.
Proceedings of the International Conference on Artificial Intelligence and Statistics, 2024

2023
The Proximal ID Algorithm.
J. Mach. Learn. Res., 2023

2022
Selective Machine Learning of the Average Treatment Effect with an Invalid Instrumental Variable.
J. Mach. Learn. Res., 2022

Evaluating Causal Inference Methods.
CoRR, 2022

Validating Causal Inference Methods.
Proceedings of the International Conference on Machine Learning, 2022

End-to-End Balancing for Causal Continuous Treatment-Effect Estimation.
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.
Proceedings of the International Conference on Artificial Intelligence and Statistics, 2022

2021
Adaptive estimation of nonparametric functionals.
J. Mach. Learn. Res., 2021

Minimax Kernel Machine Learning for a Class of Doubly Robust Functionals.
CoRR, 2021


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