Primal-Dual Rates and Certificates

v1v2 (latest)

Primal-Dual Rates and Certificates

16 February 2016

Celestine Mendler-Dünner

ArXiv (abs)PDF HTML

Papers citing "Primal-Dual Rates and Certificates"

14 / 14 papers shown

Title
On Distributed Exact Sparse Linear Regression over Networks Tu Anh-Nguyen César A. Uribe 38 0 0 01 Apr 2022
SySCD: A System-Aware Parallel Coordinate Descent Algorithm Nikolas Ioannou Celestine Mendler-Dünner Thomas Parnell 107 3 0 18 Nov 2019
Convergence Analysis of Block Coordinate Algorithms with Determinantal Sampling Mojmír Mutný Michal Derezinski Andreas Krause 116 21 0 25 Oct 2019
Dual Extrapolation for Sparse Generalized Linear Models Mathurin Massias Samuel Vaiter Alexandre Gramfort Joseph Salmon 395 18 0 12 Jul 2019
A Dual Approach for Optimal Algorithms in Distributed Optimization over Networks César A. Uribe Soomin Lee Alexander Gasnikov A. Nedić 75 137 0 03 Sep 2018
COLA: Decentralized Linear Learning Lie He An Bian Martin Jaggi 95 121 0 13 Aug 2018
An Accelerated Communication-Efficient Primal-Dual Optimization Framework for Structured Machine Learning Chenxin Ma Martin Jaggi Frank E. Curtis Nathan Srebro Martin Takáč 27 9 0 14 Nov 2017
Stochastic, Distributed and Federated Optimization for Machine Learning Jakub Konecný FedML 70 38 0 04 Jul 2017
Faster Coordinate Descent via Adaptive Importance Sampling Dmytro Perekrestenko Volkan Cevher Martin Jaggi 85 42 0 07 Mar 2017
Linear convergence of SDCA in statistical estimation Chao Qu Huan Xu 75 8 0 26 Jan 2017
Understanding and Optimizing the Performance of Distributed Machine Learning Applications on Apache Spark Celestine Mendler-Dünner Thomas Parnell Kubilay Atasu Manolis Sifalakis H. Pozidis 122 17 0 05 Dec 2016
CoCoA: A General Framework for Communication-Efficient Distributed Optimization Virginia Smith Simone Forte Chenxin Ma Martin Takáč Michael I. Jordan Martin Jaggi 103 273 0 07 Nov 2016
Distributed Optimization with Arbitrary Local Solvers Chenxin Ma Jakub Konecný Martin Jaggi Virginia Smith Michael I. Jordan Peter Richtárik Martin Takáč 128 197 0 13 Dec 2015
L1-Regularized Distributed Optimization: A Communication-Efficient Primal-Dual Framework Virginia Smith Simone Forte Michael I. Jordan Martin Jaggi 165 28 0 13 Dec 2015