Linear support vector regression with linear constraints

Algorithms for Fitting the Constrained Lasso

(2018) Brian R. Gaines et al.   JOURNAL OF COMPUTATIONAL AND GRAPHICAL STATISTICS

A Critical Survey of Deconvolution Methods for Separating Cell Types in Complex Tissues

(2017) Shahin Mohammadi et al.   PROCEEDINGS OF THE IEEE

CLEAR: Covariant LEAst-Square Refitting with Applications to Image Restoration

(2017) Charles-Alban Deledalle et al.   SIAM Journal on Imaging Sciences

Coordinate descent algorithms

(2015) Stephen J. Wright   MATHEMATICAL PROGRAMMING

Robust enumeration of cell subsets from tissue expression profiles

(2015) Aaron M Newman et al.   NATURE METHODS

Cancer Immunotherapy

(2013) J. Couzin-Frankel   SCIENCE

Efficiency of Coordinate Descent Methods on Huge-Scale Optimization Problems

(2012) Yu. Nesterov   SIAM JOURNAL ON OPTIMIZATION

Simple Proof of Convergence of the SMO Algorithm for Different SVM Variants

(2012) J. Lopez et al.   IEEE Transactions on Neural Networks and Learning Systems

PERT: A Method for Expression Deconvolution of Human Blood Samples from Varied Microenvironmental and Developmental Conditions

(2012) Wenlian Qiao et al.   PLoS Computational Biology

LIBSVM

(2012) Chih-Chung Chang et al.   ACM Transactions on Intelligent Systems and Technology

Deconvolution of Blood Microarray Data Identifies Cellular Activation Patterns in Systemic Lupus Erythematosus

(2009) Alexander R. Abbas et al.   PLoS One