GENO -- GENeric Optimization for Classical Machine Learning

31 May 2019

Papers citing "GENO -- GENeric Optimization for Classical Machine Learning"

10 / 10 papers shown

Title
Dropping Symmetry for Fast Symmetric Nonnegative Matrix Factorization Zhihui Zhu Xiao Li Kai Liu Qiuwei Li 33 46 0 14 Nov 2018
TensorFlow: A system for large-scale machine learning Martín Abadi P. Barham Jianmin Chen Zhiwen Chen Andy Davis ... Vijay Vasudevan Pete Warden Martin Wicke Yuan Yu Xiaoqiang Zhang GNN AI4CE 435 18,361 0 27 May 2016
A Simple Practical Accelerated Method for Finite Sums Aaron Defazio 145 121 0 08 Feb 2016
MLlib: Machine Learning in Apache Spark Xiangrui Meng Joseph K. Bradley Burak Yavuz Evan R. Sparks Shivaram Venkataraman ... Reynold Xin Michael Franklin R. Zadeh Matei A. Zaharia Ameet Talwalkar 62 1,786 0 26 May 2015
Proximal Algorithms in Statistics and Machine Learning Nicholas G. Polson James G. Scott Brandon T. Willard 323 150 0 11 Feb 2015
SAGA: A Fast Incremental Gradient Method With Support for Non-Strongly Convex Composite Objectives Aaron Defazio Francis R. Bach Simon Lacoste-Julien ODL 139 1,830 0 01 Jul 2014
Caffe: Convolutional Architecture for Fast Feature Embedding Yangqing Jia Evan Shelhamer Jeff Donahue Sergey Karayev Jonathan Long Ross B. Girshick S. Guadarrama Trevor Darrell VLM BDL 3DV 296 14,715 0 20 Jun 2014
Probabilistic Latent Semantic Analysis Thomas Hofmann 449 2,808 0 23 Jan 2013
Stochastic Dual Coordinate Ascent Methods for Regularized Loss Minimization Shai Shalev-Shwartz Tong Zhang 198 1,033 0 10 Sep 2012
Runtime Guarantees for Regression Problems Hui Han Chin Aleksander Madry Gary Miller Richard Peng 66 54 0 06 Oct 2011