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1506.02227
Cited By
Primal Method for ERM with Flexible Mini-batching Schemes and Non-convex Losses
7 June 2015
Dominik Csiba
Peter Richtárik
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Papers citing
"Primal Method for ERM with Flexible Mini-batching Schemes and Non-convex Losses"
13 / 13 papers shown
Title
SGD: General Analysis and Improved Rates
Robert Mansel Gower
Nicolas Loizou
Xun Qian
Alibek Sailanbayev
Egor Shulgin
Peter Richtárik
109
383
0
27 Jan 2019
Don't Jump Through Hoops and Remove Those Loops: SVRG and Katyusha are Better Without the Outer Loop
D. Kovalev
Samuel Horváth
Peter Richtárik
122
156
0
24 Jan 2019
SAGA with Arbitrary Sampling
Xun Qian
Zheng Qu
Peter Richtárik
88
26
0
24 Jan 2019
Stochastic, Distributed and Federated Optimization for Machine Learning
Jakub Konecný
FedML
83
38
0
04 Jul 2017
IS-ASGD: Accelerating Asynchronous SGD using Importance Sampling
Fei Wang
Jun Ye
Weichen Li
Guihai Chen
95
1
0
26 Jun 2017
Federated Optimization: Distributed Machine Learning for On-Device Intelligence
Jakub Konecný
H. B. McMahan
Daniel Ramage
Peter Richtárik
FedML
184
1,914
0
08 Oct 2016
Efficient Estimation of Partially Linear Models for Spatial Data over Complex Domain
Elad Hazan
Chi Jin
Cameron Musco
Praneeth Netrapalli
101
78
0
27 May 2016
Importance Sampling for Minibatches
Dominik Csiba
Peter Richtárik
111
117
0
06 Feb 2016
SDCA without Duality, Regularization, and Individual Convexity
Shai Shalev-Shwartz
63
104
0
04 Feb 2016
Distributed Optimization with Arbitrary Local Solvers
Chenxin Ma
Jakub Konecný
Martin Jaggi
Virginia Smith
Michael I. Jordan
Peter Richtárik
Martin Takáč
134
197
0
13 Dec 2015
Robust Shift-and-Invert Preconditioning: Faster and More Sample Efficient Algorithms for Eigenvector Computation
Chi Jin
Sham Kakade
Cameron Musco
Praneeth Netrapalli
Aaron Sidford
78
43
0
29 Oct 2015
SDNA: Stochastic Dual Newton Ascent for Empirical Risk Minimization
Zheng Qu
Peter Richtárik
Martin Takáč
Olivier Fercoq
ODL
131
99
0
08 Feb 2015
On Optimal Probabilities in Stochastic Coordinate Descent Methods
Peter Richtárik
Martin Takáč
125
129
0
13 Oct 2013
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