Parallel and Distributed Deep Learning

Very Deep Convolutional Networks for Large-Scale Image Recognition

Karen Simonyan, Andrew Zisserman · arXiv (Cornell University) · 2014 · 75.5K citations · Full text

Computing, Computer Science, Computer Vision +11

Large Scale Distributed Deep Networks

Jay B. Dean, Greg S. Corrado, Rajat Monga et al. · 2012 · 2.9K citations

Computing, Computer Science, High-performance Computing +17

HOGWILD!: A Lock-Free Approach to Parallelizing Stochastic Gradient Descent

Feng Niu, Benjamin Recht, Christopher Ré et al. · arXiv (Cornell University) · 2011 · 1.2K citations · Full text

Computing, Computer Engineering, Computer Science +17

Parallelized Stochastic Gradient Descent

Martin Zinkevich, Markus Weimer, Lihong Li et al. · 2010 · 1.1K citations

Computing, Computer Science, High-performance Computing +17

SINGA

Beng Chin Ooi, Kian‐Lee Tan, Sheng Wang et al. · 2015 · 121 citations · Full text

Computing, Computer Science, Computer Vision +13