PSNA: A pathwise semismooth Newton algorithm for sparse recovery with optimal local convergence and oracle properties

2021 ◽  
pp. 108432
Author(s):  
Jian Huang ◽  
Yuling Jiao ◽  
Xiliang Lu ◽  
Yueyong Shi ◽  
Qinglong Yang ◽  
...  
Keyword(s):  
Local Convergence ◽  
Sparse Recovery ◽  
Oracle Properties ◽  
Newton Algorithm ◽  
Semismooth Newton

scholarly journals A Semismooth Newton Algorithm for High-Dimensional Nonconvex Sparse Learning

2020 ◽  
Vol 31 (8) ◽  
pp. 2993-3006 ◽  
Author(s):  
Yueyong Shi ◽  
Jian Huang ◽  
Yuling Jiao ◽  
Qinglong Yang
Keyword(s):  
High Dimensional ◽  
Sparse Learning ◽  
Newton Algorithm ◽  
Semismooth Newton

Optimizing Top- $k$ Multiclass SVM via Semismooth Newton Algorithm

2018 ◽  
Vol 29 (12) ◽  
pp. 6264-6275 ◽  
Author(s):  
Dejun Chu ◽  
Rui Lu ◽  
Jin Li ◽  
Xintong Yu ◽  
Changshui Zhang ◽  
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Keyword(s):  
Newton Algorithm ◽  
Semismooth Newton ◽  
Multiclass Svm

SegOMP: Sparse Recovery with Fewer Measurements

2014 ◽  
Vol E97.A (3) ◽  
pp. 862-864 ◽  
Author(s):  
Li ZENG ◽  
Xiongwei ZHANG ◽  
Liang CHEN ◽  
Weiwei YANG
Keyword(s):  
Sparse Recovery

A Newton Algorithm for Nonlinear Regression

2010 ◽  
Vol 33 (5) ◽  
pp. 841-846
Author(s):  
Min HAN ◽  
Ya-Nan WANG
Keyword(s):  
Nonlinear Regression ◽  
Newton Algorithm
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