Understand Dynamic Regret with Switching Cost for Online Decision Making

28 November 2019

Papers citing "Understand Dynamic Regret with Switching Cost for Online Decision Making"

12 / 12 papers shown

Title
Introduction to Online Convex Optimization Elad Hazan OffRL 104 1,922 0 07 Sep 2019
Adaptive Online Learning in Dynamic Environments Lijun Zhang Shiyin Lu Zhi Zhou 38 182 0 25 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
An Online Convex Optimization Approach to Dynamic Network Resource Allocation Tianyi Chen Qing Ling G. Giannakis 250 216 0 14 Jan 2017
Improved Dynamic Regret for Non-degenerate Functions Lijun Zhang Tianbao Yang Jinfeng Yi Jing Rong Zhi Zhou 180 127 0 13 Aug 2016
Tracking Slowly Moving Clairvoyant: Optimal Dynamic Regret of Online Learning with True and Noisy Gradient Tianbao Yang Lijun Zhang Rong Jin Jinfeng Yi 45 155 0 16 May 2016
Adaptive Algorithms for Online Convex Optimization with Long-term Constraints Rodolphe Jenatton Jim C. Huang Cédric Archambeau 120 157 0 23 Dec 2015
Differentially Private Distributed Online Learning Chencheng Li Pan Zhou FedML 44 73 0 25 May 2015
Online Convex Optimization Using Predictions Niangjun Chen Anish Agarwal Adam Wierman Siddharth Barman L. Andrew 46 89 0 25 Apr 2015
Non-stationary Stochastic Optimization Omar Besbes Y. Gur A. Zeevi 127 430 0 20 Jul 2013
Dynamical Models and Tracking Regret in Online Convex Programming Eric C. Hall Rebecca Willett 64 115 0 07 Jan 2013
Online Portfolio Selection: A Survey Bin Li Guosheng Lin 98 267 0 10 Dec 2012