41 citations · 80 across the 19 of their papers we have counts for
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math.OC2020★ 1 cited
Convergence Analysis of Accelerated Stochastic Gradient Descent under the Growth Condition
You-Lin Chen, Sen Na, Mladen Kolar
We study the convergence of accelerated stochastic gradient descent for strongly convex objectives under the growth condition, which states that the variance of stochastic gradient…
math.OC2020★ 2 cited
On the Convergence of Overlapping Schwarz Decomposition for Nonlinear Optimal Control
Sen Na, Sungho Shin, Mihai Anitescu +1
We study the convergence properties of an overlapping Schwarz decomposition algorithm for solving nonlinear optimal control problems (OCPs). The algorithm decomposes the time domai…
math.OC2020★ 1 cited
Superconvergence of Online Optimization for Model Predictive Control
Sen Na, Mihai Anitescu
We develop a one-Newton-step-per-horizon, online, lag-, model predictive control (MPC) algorithm for solving discrete-time, equality-constrained, nonlinear dynamic programs. Bas…