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01/25/2022
Augmented RBMLE-UCB Approach for Adaptive Control of Linear Quadratic Systems
We consider the problem of controlling a stochastic linear system with q...
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11/06/2021
Kernel Methods for Multistage Causal Inference: Mediation Analysis and Dynamic Treatment Effects
We propose kernel ridge regression estimators for mediation analysis and...
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04/20/2021
Robustness Tests of NLP Machine Learning Models: Search and Semantically Replace
This paper proposes a strategy to assess the robustness of different mac...
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02/22/2021
Debiased Kernel Methods
I propose a practical procedure based on bias correction and sample spli...
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11/08/2020
