conftrace_

support vector machine

978 papers

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Also known as

SVM+ SVM

Co-occurring keywords

text classification (6793) kernel methods (1097) logistic regression (386) sentiment analysis (2084) convex optimization (1321) random forest (326) convolutional neural network (4226) feature selection (649) binary classification (678) word embedding (1764)

Papers

Multiclass Classification with Multi-Prototype Support Vector Machines JMLR 2005
A Modified Finite Newton Method for Fast Solution of Large Scale Linear SVMs JMLR 2005
Generalization Bounds and Complexities Based on Sparsity and Clustering for Convex Combinations of Functions from Random Classes JMLR 2005
Core Vector Machines: Fast SVM Training on Very Large Data Sets JMLR 2005
Learning with Decision Lists of Data-Dependent Features JMLR 2005
Active Learning to Recognize Multiple Types of Plankton JMLR 2005
Working Set Selection Using Second Order Information for Training Support Vector Machines JMLR 2005
Learning from Examples as an Inverse Problem JMLR 2005
Maximum Margin Algorithms with Boolean Kernels JMLR 2005
Some Properties of Regularized Kernel Methods JMLR 2004
Learning the Kernel Matrix with Semidefinite Programming JMLR 2004
In Defense of One-Vs-All Classification JMLR 2004
Image Categorization by Learning and Reasoning with Regions JMLR 2004
A Compression Approach to Support Vector Model Selection JMLR 2004
Distance-Based Classification with Lipschitz Functions JMLR 2004
On Robustness Properties of Convex Risk Minimization Methods for Pattern Recognition JMLR 2004
Rational Kernels: Theory and Algorithms JMLR 2004
Support Vector Machine Soft Margin Classifiers: Error Analysis JMLR 2004
The Minimum Error Minimax Probability Machine JMLR 2004
The Entire Regularization Path for the Support Vector Machine JMLR 2004
Fast String Kernels using Inexact Matching for Protein Sequences JMLR 2004
Bias-Variance Analysis of Support Vector Machines for the Development of SVM-Based Ensemble Methods JMLR 2004
Boosting as a Regularized Path to a Maximum Margin Classifier JMLR 2004
Probability Estimates for Multi-class Classification by Pairwise Coupling JMLR 2004
Knowledge-Based Kernel Approximation JMLR 2004