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Random coordinate descent methods for non-separable composite optimization
Mapping Intimacies
◽
10.23919/ecc54610.2021.9655067
◽
2021
◽
Author(s):
Liliana Maria Ghinea
◽
Ion Necoara
◽
Marian Barbu
Keyword(s):
Coordinate Descent
◽
Descent Methods
◽
Composite Optimization
Download Full-text
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References
Efficient Asynchronous Semi-stochastic Block Coordinate Descent Methods for Large-Scale SVD
IEEE Access
◽
10.1109/access.2021.3094282
◽
2021
◽
pp. 1-1
Author(s):
Fanhua Shang
◽
Zhihui Zhang
◽
Yuanyuan Liu
◽
Hongying Liua
◽
Jing Xu
Keyword(s):
Large Scale
◽
Coordinate Descent
◽
Descent Methods
◽
Block Coordinate Descent
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Two Symmetrized Coordinate Descent Methods Can Be $O(n^2)$ Times Slower Than the Randomized Version
SIAM Journal on Optimization
◽
10.1137/19m1292473
◽
2021
◽
Vol 31
(4)
◽
pp. 2726-2752
Author(s):
Peijun Xiao
◽
Zhisheng Xiao
◽
Ruoyu Sun
Keyword(s):
Coordinate Descent
◽
Descent Methods
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Two-variable Dual Coordinate Descent Methods for Linear SVM with/without the Bias Term
Proceedings of the 2020 SIAM International Conference on Data Mining
◽
10.1137/1.9781611976236.19
◽
2020
◽
pp. 163-171
Author(s):
Chi-Cheng Chiu
◽
Pin-Yen Lin
◽
Chih-Jen Lin
Keyword(s):
Coordinate Descent
◽
Descent Methods
◽
Dual Coordinate Descent
◽
Linear Svm
Download Full-text
Rescaled Coordinate Descent Methods for Linear Programming
Integer Programming and Combinatorial Optimization - Lecture Notes in Computer Science
◽
10.1007/978-3-319-33461-5_3
◽
2016
◽
pp. 26-37
◽
Cited By ~ 1
Author(s):
Daniel Dadush
◽
László A. Végh
◽
Giacomo Zambelli
Keyword(s):
Linear Programming
◽
Coordinate Descent
◽
Descent Methods
Download Full-text
On greedy randomized coordinate descent methods for solving large linear least‐squares problems
Numerical Linear Algebra with Applications
◽
10.1002/nla.2237
◽
2019
◽
Vol 26
(4)
◽
Cited By ~ 5
Author(s):
Zhong‐Zhi Bai
◽
Wen‐Ting Wu
Keyword(s):
Least Squares
◽
Coordinate Descent
◽
Descent Methods
◽
Linear Least Squares
◽
Least Squares Problems
◽
Linear Least Squares Problems
Download Full-text
Distributed and parallel random coordinate descent methods for huge convex programming over networks
2015 54th IEEE Conference on Decision and Control (CDC)
◽
10.1109/cdc.2015.7402237
◽
2015
◽
Author(s):
Ion Necoara
Keyword(s):
Convex Programming
◽
Coordinate Descent
◽
Descent Methods
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Efficient Accelerated Coordinate Descent Methods and Faster Algorithms for Solving Linear Systems
2013 IEEE 54th Annual Symposium on Foundations of Computer Science
◽
10.1109/focs.2013.24
◽
2013
◽
Cited By ~ 32
Author(s):
Yin Tat Lee
◽
Aaron Sidford
Keyword(s):
Linear Systems
◽
Coordinate Descent
◽
Descent Methods
Download Full-text
Stochastic Coordinate Descent Methods for Regularized Smooth and Nonsmooth Losses
Machine Learning and Knowledge Discovery in Databases - Lecture Notes in Computer Science
◽
10.1007/978-3-642-33460-3_40
◽
2012
◽
pp. 537-552
◽
Cited By ~ 3
Author(s):
Qing Tao
◽
Kang Kong
◽
Dejun Chu
◽
Gaowei Wu
Keyword(s):
Coordinate Descent
◽
Descent Methods
Download Full-text
Randomness and permutations in coordinate descent methods
Mathematical Programming
◽
10.1007/s10107-019-01438-4
◽
2019
◽
Vol 181
(2)
◽
pp. 349-376
◽
Cited By ~ 1
Author(s):
Mert Gürbüzbalaban
◽
Asuman Ozdaglar
◽
Nuri Denizcan Vanli
◽
Stephen J. Wright
Keyword(s):
Coordinate Descent
◽
Descent Methods
Download Full-text
Random Coordinate Descent Methods for Sparse Optimization: Application to Sparse Control
2015 20th International Conference on Control Systems and Computer Science
◽
10.1109/cscs.2015.140
◽
2015
◽
Cited By ~ 1
Author(s):
Andrei Patrascu
◽
Ion Necoara
Keyword(s):
Coordinate Descent
◽
Descent Methods
◽
Sparse Optimization
◽
Sparse Control
Download Full-text
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