scholarly journals Approximate Reduction from AUC Maximization to 1-Norm Soft Margin Optimization

2011 ◽  
pp. 324-337 ◽  
Author(s):  
Daiki Suehiro ◽  
Kohei Hatano ◽  
Eiji Takimoto
Keyword(s):  
Auc Maximization ◽  
Soft Margin

Differentially Private Empirical Risk Minimization for AUC Maximization

2021 ◽  
Author(s):  
Puyu Wang ◽  
Zhenhuan Yang ◽  
Yunwen Lei ◽  
Yiming Ying ◽  
Hai Zhang
Keyword(s):  
Empirical Risk Minimization ◽  
Risk Minimization ◽  
Empirical Risk ◽  
Auc Maximization

Structured soft margin confidence weighted learning for grapheme-to-phoneme conversion

2014 ◽  
Author(s):  
Keigo Kubo ◽  
Sakriani Sakti ◽  
Graham Neubig ◽  
Tomoki Toda ◽  
Satoshi Nakamura
Keyword(s):  
Soft Margin

Companion Guided Soft Margin for Face Recognition

2021 ◽  
pp. 497-514
Author(s):  
Yingcheng Su ◽  
Yichao Wu ◽  
Zhenmao Li ◽  
Qiushan Guo ◽  
Ken Chen ◽  
...  
Keyword(s):  
Face Recognition ◽  
Soft Margin

LTSpAUC: Learning Time-Series Shapelets for Partial AUC Maximization

Big Data ◽  
2020 ◽  
Vol 8 (5) ◽  
pp. 391-411
Author(s):  
Akihiro Yamaguchi ◽  
Shigeru Maya ◽  
Kohei Maruchi ◽  
Ken Ueno
Keyword(s):  
Time Series ◽  
Partial Auc ◽  
Learning Time ◽  
Auc Maximization

A soft-margin convex polyhedron classifier for nonlinear task with noise tolerance

2020 ◽  
Vol 51 (1) ◽  
pp. 453-466
Author(s):  
Qiangkui Leng ◽  
Zuowei He ◽  
Yuqing Liu ◽  
Yuping Qin ◽  
Yujian Li
Keyword(s):  
Convex Polyhedron ◽  
Noise Tolerance ◽  
Soft Margin
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