Regularization, Optimization, Kernels, and Support Vector Machines
Latest Publications

TOTAL DOCUMENTS

21

(FIVE YEARS 0)

H-INDEX

0

(FIVE YEARS 0)

Published By Chapman And Hall/CRC

9780429076121

Latest Documents Most Cited Documents Contributed Authors Related Sources Related Keywords

The Graph-Guided Group Lasso for Genome-Wide Association Studies

Regularization, Optimization, Kernels, and Support Vector Machines ◽

10.1201/b17558-9 ◽

2014 ◽

pp. 149-176

Keyword(s):

Association Studies ◽

Group Lasso ◽

Genome Wide Association ◽

Genome Wide Association Studies ◽

Download Full-text

Quadratic Basis Pursuit

Regularization, Optimization, Kernels, and Support Vector Machines ◽

10.1201/b17558-12 ◽

2014 ◽

pp. 213-234

Keyword(s):

Download Full-text

Low-Rank Tensor Denoising and Recovery via Convex Optimization

Regularization, Optimization, Kernels, and Support Vector Machines ◽

10.1201/b17558-17 ◽

2014 ◽

pp. 331-354

Keyword(s):

Convex Optimization ◽

Low Rank ◽

Download Full-text

Learning Constrained Task Similarities in Graph-Regularized Multi-Task Learning

Regularization, Optimization, Kernels, and Support Vector Machines ◽

10.1201/b17558-8 ◽

2014 ◽

pp. 121-148

Keyword(s):

Download Full-text

Detecting Ineffective Features for Nonparametric Regression

Regularization, Optimization, Kernels, and Support Vector Machines ◽

10.1201/b17558-11 ◽

2014 ◽

pp. 195-212

Keyword(s):

Nonparametric Regression

Download Full-text

Online Regression with Kernels

Regularization, Optimization, Kernels, and Support Vector Machines ◽

10.1201/b17558-24 ◽

2014 ◽

pp. 495-521

Download Full-text

Hybrid Conditional Gradient-Smoothing Algorithms with Applications to Sparse and Low Rank Regularization

Regularization, Optimization, Kernels, and Support Vector Machines ◽

10.1201/b17558-6 ◽

2014 ◽

pp. 71-100

Keyword(s):

Low Rank ◽

Gradient Smoothing

Download Full-text

The Why and How of Nonnegative Matrix Factorization

Regularization, Optimization, Kernels, and Support Vector Machines ◽

10.1201/b17558-15 ◽

2014 ◽

pp. 275-310

Keyword(s):

Matrix Factorization ◽

Nonnegative Matrix Factorization ◽

Nonnegative Matrix

Download Full-text

An Equivalence between the Lasso and Support Vector Machines

Regularization, Optimization, Kernels, and Support Vector Machines ◽

10.1201/b17558-4 ◽

2014 ◽

pp. 19-44

Keyword(s):

Support Vector Machines ◽

Support Vector ◽

Vector Machines

Download Full-text

Kernel Based Identification of Systems with Multiple Outputs Using Nuclear Norm Regularization

Regularization, Optimization, Kernels, and Support Vector Machines ◽

10.1201/b17558-20 ◽

2014 ◽

pp. 389-418

Keyword(s):

Nuclear Norm ◽

Multiple Outputs ◽

Nuclear Norm Regularization

Download Full-text