Robust Online Learning for Resource Allocation -- Beyond Euclidean Projection and Dynamic Fit

21 October 2019

Papers citing "Robust Online Learning for Resource Allocation -- Beyond Euclidean Projection and Dynamic Fit"

10 / 10 papers shown

Title
Learning and Management for Internet-of-Things: Accounting for Adaptivity and Scalability Tianyi Chen Sergio Barbarossa Xin Wang G. Giannakis Zhi-Li Zhang 48 81 0 27 Oct 2018
Online convex optimization for cumulative constraints Jianjun Yuan Andrew G. Lamperski 46 112 0 19 Feb 2018
Online Convex Optimization with Stochastic Constraints Hao Yu M. Neely Xiaohan Wei 69 224 0 12 Aug 2017
Bandit Convex Optimization for Scalable and Dynamic IoT Management Tianyi Chen G. Giannakis 81 131 0 27 Jul 2017
An Online Convex Optimization Approach to Dynamic Network Resource Allocation Tianyi Chen Qing Ling G. Giannakis 399 217 0 14 Jan 2017
Distributed stochastic optimization via matrix exponential learning P. Mertikopoulos E. V. Belmega Romain Negrel L. Sanguinetti 55 44 0 03 Jun 2016
$A Low Complexity Algorithm with $O(\sqrt{T})$ Regret and $O(1)$ Constraint Violations for Online Convex Optimization with Long Term Constraints$ A Low Complexity Algorithm with $O(\sqrt{T})$ Regret and $O(1)$ Constraint Violations for Online Convex Optimization with Long Term Constraints Hao Yu M. Neely 55 18 0 08 Apr 2016
Adaptive Algorithms for Online Convex Optimization with Long-term Constraints Rodolphe Jenatton Jim C. Huang Cédric Archambeau 142 158 0 23 Dec 2015
Trading Regret for Efficiency: Online Convex Optimization with Long Term Constraints M. Mahdavi Rong Jin Tianbao Yang 191 266 0 25 Nov 2011
Regularization Techniques for Learning with Matrices Sham Kakade Shai Shalev-Shwartz Ambuj Tewari 150 210 0 04 Oct 2009