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11/08/2022
On the cut-query complexity of approximating max-cut
We consider the problem of query-efficient global max-cut on a weighted ...
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04/11/2021
Learning from Censored and Dependent Data: The case of Linear Dynamics
Observations from dynamical systems often exhibit irregularities, such a...
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10/25/2020
Geometric Exploration for Online Control
We study the control of an unknown linear dynamical system under general...
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02/16/2020
Over-parameterized Adversarial Training: An Analysis Overcoming the Curse of Dimensionality
Adversarial training is a popular method to give neural nets robustness ...
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02/25/2019