54 citations · 225 across the 30 of their papers we have counts for
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math.OC2019★ 5 cited
Higher-Order Accelerated Methods for Faster Non-Smooth Optimization
Brian Bullins, Richard Peng
We provide improved convergence rates for various \emph{non-smooth} optimization problems via higher-order accelerated methods. In the case of regression, we achieves…
cs.LG2019★ 54 cited
Online Control with Adversarial Disturbances
Naman Agarwal, Brian Bullins, Elad Hazan +2
We study the control of a linear dynamical system with adversarial disturbances (as opposed to statistical noise). The objective we consider is one of regret: we desire an online c…