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09/13/2021
Zeroth-order non-convex learning via hierarchical dual averaging
We propose a hierarchical version of dual averaging for zeroth-order onl...
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10/16/2020
Online non-convex optimization with imperfect feedback
We consider the problem of online learning with non-convex losses. In te...
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08/07/2020
Individual Treatment Effect Estimation in a Low Compliance Setting
Individual Treatment Effect (ITE) estimation is an extensively researche...
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06/19/2020