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neural network training

309 papers

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Also known as

DNN NNT

Co-occurring keywords

neural network (6616) neural network optimization (1293) stochastic gradient descent (1088) gradient descent (1143) model compression (3283) deep neural network (1801) stochastic optimization (1060) deep learning (2111) batch normalization (222) non-convex optimization (546)

Papers

FireCaffe: Near-Linear Acceleration of Deep Neural Network Training on Compute Clusters CVPR 2016
Improved SVRG for Non-Strongly-Convex or Sum-of-Non-Convex Objectives ICML 2016
Deep Learning with Limited Numerical Precision ICML 2015
Preconditioned Spectral Descent for Deep Learning NIPS 2015
Identifying and attacking the saddle point problem in high-dimensional non-convex optimization NIPS 2014
On the Computational Efficiency of Training Neural Networks NIPS 2014
Understanding Dropout NIPS 2013
Large Scale Distributed Deep Networks NIPS 2012
Algorithms for Hyper-Parameter Optimization NIPS 2011