Leveraging Predictions in Smoothed Online Convex Optimization via
Gradient-based Algorithms

Leveraging Predictions in Smoothed Online Convex Optimization via Gradient-based Algorithms

25 November 2020

Na Li

Papers citing "Leveraging Predictions in Smoothed Online Convex Optimization via Gradient-based Algorithms"

15 / 15 papers shown

Title
Online Optimal Control with Affine Constraints Yingying Li Subhro Das Na Li 46 40 0 10 Oct 2020
Online Optimization with Memory and Competitive Control Guanya Shi Yiheng Lin Soon-Jo Chung Yisong Yue Adam Wierman 37 4 0 13 Feb 2020
Distributed Reinforcement Learning for Decentralized Linear Quadratic Control: A Derivative-Free Policy Optimization Approach Yingying Li Yujie Tang Runyu Zhang Na Li 45 101 0 19 Dec 2019
Online Optimization with Predictions and Non-convex Losses Yiheng Lin Gautam Goel Adam Wierman 38 39 0 10 Nov 2019
Introduction to Online Convex Optimization Elad Hazan OffRL 83 1,919 0 07 Sep 2019
Beyond Online Balanced Descent: An Optimal Algorithm for Smoothed Online Optimization Gautam Goel Yiheng Lin Haoyuan Sun Adam Wierman 37 64 0 29 May 2019
Online Control with Adversarial Disturbances Naman Agarwal Brian Bullins Elad Hazan Sham Kakade Karan Singh 26 236 0 23 Feb 2019
Smoothed Online Optimization for Regression and Control Gautam Goel Adam Wierman 29 72 0 23 Oct 2018
Smoothed Online Convex Optimization in High Dimensions via Online Balanced Descent Niangjun Chen Gautam Goel Adam Wierman 51 81 0 28 Mar 2018
A General Safety Framework for Learning-Based Control in Uncertain Robotic Systems J. F. Fisac Anayo K. Akametalu Melanie Zeilinger Shahab Kaynama J. Gillula Claire Tomlin 40 494 0 03 May 2017
Online Convex Optimization Using Predictions Niangjun Chen Anish Agarwal Adam Wierman Siddharth Barman L. Andrew 38 89 0 25 Apr 2015
Optimization, Learning, and Games with Predictable Sequences Alexander Rakhlin Karthik Sridharan 51 377 0 08 Nov 2013
Non-stationary Stochastic Optimization Omar Besbes Y. Gur A. Zeevi 101 430 0 20 Jul 2013
Dynamical Models and Tracking Regret in Online Convex Programming Eric C. Hall Rebecca Willett 60 115 0 07 Jan 2013
Online Learning with Predictable Sequences Alexander Rakhlin Karthik Sridharan 100 355 0 18 Aug 2012

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