scientific article
From MaRDI portal
Publication:3093253
zbMath1222.68231MaRDI QIDQ3093253
Dennis Decoste, S. Sathiya Keerthi
Publication date: 12 October 2011
Full work available at URL: http://www.jmlr.org/papers/v6/keerthi05a.html
Title: zbMATH Open Web Interface contents unavailable due to conflicting licenses.
Classification and discrimination; cluster analysis (statistical aspects) (62H30) Learning and adaptive systems in artificial intelligence (68T05)
Related Items (29)
An Accelerated Randomized Proximal Coordinate Gradient Method and its Application to Regularized Empirical Risk Minimization ⋮ Supervised classification and mathematical optimization ⋮ Terminated Ramp--Support Vector machines: A nonparametric data dependent kernel ⋮ A Level-Set Method for Convex Optimization with a Feasible Solution Path ⋮ Robust support vector regression in the primal ⋮ Learning a distance metric from relative comparisons between quadruplets of images ⋮ A semismooth Newton method for support vector classification and regression ⋮ Speeding-up one-versus-all training for extreme classification via mean-separating initialization ⋮ Unnamed Item ⋮ Scaling up twin support vector regression with safe screening rule ⋮ Cutting-plane training of structural SVMs ⋮ Mining adversarial patterns via regularized loss minimization ⋮ Large-Scale Linear RankSVM ⋮ Subsampled Hessian Newton Methods for Supervised Learning ⋮ Training Lp norm multiple kernel learning in the primal ⋮ Large-scale linear nonparallel support vector machine solver ⋮ Generalized recurrent neural network for \(\epsilon\)-insensitive support vector regression ⋮ Unnamed Item ⋮ Minimizing finite sums with the stochastic average gradient ⋮ On-line independent support vector machines ⋮ Unnamed Item ⋮ A fast quasi-Newton method for semi-supervised SVM ⋮ Nonlinear optimization and support vector machines ⋮ Implementing the Alternating Direction Method of Multipliers for Big Datasets: A Case Study of Least Absolute Shrinkage and Selection Operator ⋮ Nonlinear optimization and support vector machines ⋮ Unnamed Item ⋮ A reference model for customer-centric data mining with support vector machines ⋮ Proximal gradient method for huberized support vector machine ⋮ A second-order method for strongly convex \(\ell _1\)-regularization problems
Uses Software
This page was built for publication:
