A Random Block Coordinate Descent Method for Multi-label Support Vector Machine

Neural Information Processing - Lecture Notes in Computer Science ◽

10.1007/978-3-642-42042-9_36 ◽

2013 ◽

pp. 281-290 ◽

Author(s):

Jianhua Xu

Keyword(s):

Support Vector Machine ◽

Descent Method ◽

Coordinate Descent ◽

Support Vector ◽

Block Coordinate Descent ◽

Coordinate Descent Method ◽

Block Coordinate Descent Method ◽

Download Full-text

Multi-label Lagrangian support vector machine with random block coordinate descent method

Information Sciences ◽

10.1016/j.ins.2015.09.023 ◽

2016 ◽

Vol 329 ◽

pp. 184-205 ◽

Author(s):

Jianhua Xu

Keyword(s):

Support Vector Machine ◽

Descent Method ◽

Coordinate Descent ◽

Support Vector ◽

Block Coordinate Descent ◽

Coordinate Descent Method ◽

Block Coordinate Descent Method ◽

Download Full-text

Random block coordinate descent method for multi-label support vector machine with a zero label

Expert Systems with Applications ◽

10.1016/j.eswa.2013.12.004 ◽

2014 ◽

Vol 41 (7) ◽

pp. 3418-3428 ◽

Author(s):

Jianhua Xu

Keyword(s):

Support Vector Machine ◽

Descent Method ◽

Coordinate Descent ◽

Support Vector ◽

Block Coordinate Descent ◽

Coordinate Descent Method ◽

Block Coordinate Descent Method ◽

Download Full-text

A Block Coordinate Descent Method for Regularized Multiconvex Optimization with Applications to Nonnegative Tensor Factorization and Completion

SIAM Journal on Imaging Sciences ◽

10.1137/120887795 ◽

2013 ◽

Vol 6 (3) ◽

pp. 1758-1789 ◽

Author(s):

Yangyang Xu ◽

Wotao Yin

Keyword(s):

Descent Method ◽

Coordinate Descent ◽

Block Coordinate Descent ◽

Tensor Factorization ◽

Nonnegative Tensor ◽

Coordinate Descent Method ◽

Nonnegative Tensor Factorization ◽

Block Coordinate Descent Method

Download Full-text

Suboptimal distributed MPC based on a block-coordinate descent method with feasibility and stability guarantees

2012 IEEE 51st IEEE Conference on Decision and Control (CDC) ◽

10.1109/cdc.2012.6425851 ◽

2012 ◽

Author(s):

Ion Necoara

Keyword(s):

Descent Method ◽

Coordinate Descent ◽

Block Coordinate Descent ◽

Coordinate Descent Method ◽

Block Coordinate Descent Method

Download Full-text

Acceleration of block coordinate descent method achieves the $\bm{O(\frac{1}{k^2})}$ rate of convergence for a convex function with block coordinate strong convexity

Scientia Sinica Mathematica ◽

10.1360/n012016-00033 ◽

2016 ◽

Keyword(s):

Convex Function ◽

Rate Of Convergence ◽

Descent Method ◽

Coordinate Descent ◽

Strong Convexity ◽

Block Coordinate Descent ◽

Coordinate Descent Method ◽

Block Coordinate Descent Method

Download Full-text

A block coordinate descent method of multipliers: Convergence analysis and applications

2014 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) ◽

10.1109/icassp.2014.6855096 ◽

2014 ◽

Author(s):

Mingyi Hong ◽

Tsung-Hui Chang ◽

Xiangfeng Wang ◽

Meisam Razaviyayn ◽

Shiqian Ma ◽

...

Keyword(s):

Convergence Analysis ◽

Descent Method ◽

Coordinate Descent ◽

Block Coordinate Descent ◽

Method Of Multipliers ◽

Coordinate Descent Method ◽

Block Coordinate Descent Method

Download Full-text

Bayesian fusion of multispectral and hyperspectral images using a block coordinate descent method

2015 7th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing (WHISPERS) ◽

10.1109/whispers.2015.8075373 ◽

2015 ◽

Author(s):

Qi Wei ◽

Nicolas Dobigeon ◽

Jean-Yves Tourneret

Keyword(s):

Descent Method ◽

Coordinate Descent ◽

Hyperspectral Images ◽

Block Coordinate Descent ◽

Coordinate Descent Method ◽

Block Coordinate Descent Method ◽

Bayesian Fusion

Download Full-text

A Block Coordinate Descent Method for Multi-Convex Optimization with Applications to Nonnegative Tensor Factorization and Completion

10.21236/ada567404 ◽

2012 ◽

Author(s):

Yangyang Xu ◽

Wotao Yin

Keyword(s):

Convex Optimization ◽

Descent Method ◽

Coordinate Descent ◽

Block Coordinate Descent ◽

Tensor Factorization ◽

Nonnegative Tensor ◽

Coordinate Descent Method ◽

Nonnegative Tensor Factorization ◽

Block Coordinate Descent Method

Download Full-text

Optimization of axial enrichment distribution for BWR fuels using scoping libraries and block coordinate descent method

Nuclear Engineering and Design ◽

10.1016/j.nucengdes.2016.12.003 ◽

2017 ◽

Vol 313 ◽

pp. 84-95 ◽

Author(s):

Wu-Hsiung Tung ◽

Tien-Tso Lee ◽

Weng-Sheng Kuo ◽

Shung-Jung Yaur

Keyword(s):

Descent Method ◽

Coordinate Descent ◽

Block Coordinate Descent ◽

Coordinate Descent Method ◽

Block Coordinate Descent Method

Download Full-text

Asynchronous Block Coordinate Descent Method for Large-Scale Nonconvex Problem in Real World Study

2019 IEEE 21st International Conference on High Performance Computing and Communications; IEEE 17th International Conference on Smart City; IEEE 5th International Conference on Data Science and Systems (HPCC/SmartCity/DSS) ◽

10.1109/hpcc/smartcity/dss.2019.00281 ◽

2019 ◽

Author(s):

Rui Liu

Keyword(s):

Large Scale ◽

Descent Method ◽

Coordinate Descent ◽

Block Coordinate Descent ◽

Coordinate Descent Method ◽

Nonconvex Problem ◽

Block Coordinate Descent Method

Download Full-text