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Bahar Taskesen

2 accepted papers

2023

Distributionally Robust Linear Quadratic Control

NeurIPS 2023spotlight

Linear-Quadratic-Gaussian (LQG) control is a fundamental control paradigm that is studied in various fields such as engineering, computer science, economics, and neuroscience. It involves controlling a system with linear dynamics and imperfect observations, subject to additive noise, with the goal o…

2021

Sequential Domain Adaptation by Synthesizing Distributionally Robust Experts

ICML 2021oral

Least squares estimators, when trained on few target domain samples, may predict poorly. Supervised domain adaptation aims to improve the predictive accuracy by exploiting additional labeled training samples from a source distribution that is close to the target distribution. Given available data, w…