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The Convergence of Stochastic Gradient Descent in Asynchronous Shared Memory

The Convergence of Stochastic Gradient Descent in Asynchronous Shared Memory

Dan Alistarh
Christopher De Sa
Nikola Konstantinov
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Papers citing "The Convergence of Stochastic Gradient Descent in Asynchronous Shared Memory"

4 / 4 papers shown
Title
YellowFin and the Art of Momentum Tuning
YellowFin and the Art of Momentum Tuning
Jian Zhang
Ioannis Mitliagkas
ODL
49
108
0
12 Jun 2017
Asynchronous Stochastic Gradient Descent with Delay Compensation
Asynchronous Stochastic Gradient Descent with Delay Compensation
Shuxin Zheng
Qi Meng
Taifeng Wang
Wei Chen
Nenghai Yu
Zhiming Ma
Tie-Yan Liu
98
314
0
27 Sep 2016
Global Convergence of Stochastic Gradient Descent for Some Non-convex Matrix Problems
Global Convergence of Stochastic Gradient Descent for Some Non-convex Matrix Problems
Christopher De Sa
K. Olukotun
Christopher Ré
70
150
0
05 Nov 2014
HOGWILD!: A Lock-Free Approach to Parallelizing Stochastic Gradient Descent
HOGWILD!: A Lock-Free Approach to Parallelizing Stochastic Gradient Descent
Feng Niu
Benjamin Recht
Christopher Ré
Stephen J. Wright
189
2,273
0
28 Jun 2011