Bin Hu

Bin Hu

University of Illinois Urbana Champaign - Champaign / United States
Engineering & Technology / Computer Science
AD Scientific Index ID: 1407904
person_outline Bin Hu's MOST POPULAR ARTICLES
1-) Policy Optimization for Linear Control with Robustness Guarantee: Implicit Regularization and Global ConvergenceK Zhang, B Hu, T BaşarSIAM Journal on Control and Optimization 59 (6), 4081-4109, 2021114*2021
2-) Dissipativity Theory for Nesterov\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\'s Accelerated MethodB Hu, L LessardInternational Conference on Machine Learning (ICML), 1549-1557, 20171102017
3-) A robust accelerated optimization algorithm for strongly convex functionsS Cyrus, B Hu, B Van Scoy, L Lessard2018 Annual American Control Conference (ACC), 1376-1381, 2018702018
4-) Toward a Theoretical Foundation of Policy Optimization for Learning Control PoliciesB Hu, K Zhang, N Li, M Mesbahi, M Fazel, T BaşarAnnual Review of Control, Robotics, and Autonomous Systems 6, 123-158, 2023722023
5-) Analysis of biased stochastic gradient descent using sequential semidefinite programsB Hu, P Seiler, L LessardMathematical Programming 187, 383-408, 2020682020