Non-Uniform Stochastic Average Gradient Method for Training Conditional
Random Fields

Non-Uniform Stochastic Average Gradient Method for Training Conditional Random Fields

16 April 2015

Reza Babanezhad

Mohamed Osama Ahmed

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Papers citing "Non-Uniform Stochastic Average Gradient Method for Training Conditional Random Fields"

8 / 8 papers shown

Title
SAGA: A Fast Incremental Gradient Method With Support for Non-Strongly Convex Composite Objectives Aaron Defazio Francis R. Bach Simon Lacoste-Julien ODL 135 1,828 0 01 Jul 2014
A Proximal Stochastic Gradient Method with Progressive Variance Reduction Lin Xiao Tong Zhang ODL 158 739 0 19 Mar 2014
Stochastic Gradient Descent, Weighted Sampling, and the Randomized Kaczmarz algorithm Deanna Needell Nathan Srebro Rachel A. Ward 149 555 0 21 Oct 2013
Minimizing Finite Sums with the Stochastic Average Gradient Mark Schmidt Nicolas Le Roux Francis R. Bach 324 1,249 0 10 Sep 2013
Block-Coordinate Frank-Wolfe Optimization for Structural SVMs Simon Lacoste-Julien Martin Jaggi Mark Schmidt Patrick A. Pletscher 135 366 0 19 Jul 2012
A Stochastic Gradient Method with an Exponential Convergence Rate for Finite Training Sets Nicolas Le Roux Mark Schmidt Francis R. Bach ODL 70 104 0 28 Feb 2012
Towards Optimal One Pass Large Scale Learning with Averaged Stochastic Gradient Descent Wenyuan Xu 76 157 0 13 Jul 2011
Hybrid Deterministic-Stochastic Methods for Data Fitting M. Friedlander Mark Schmidt 196 387 0 13 Apr 2011