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

Learning over Sets using Kernel Principal Angles JMLR 2003
Distributional Word Clusters vs. Words for Text Categorization JMLR 2003
Sparseness of Support Vector Machines JMLR 2003
Kernel Methods for Relation Extraction JMLR 2003
Variable Selection Using SVM-based Criteria JMLR 2003
Dimensionality Reduction via Sparse Support Vector Machines JMLR 2003
Word-Sequence Kernels JMLR 2003
Use of the Zero-Norm with Linear Models and Kernel Methods JMLR 2003
The Set Covering Machine JMLR 2002
Text Classification using String Kernels JMLR 2002
Stability and Generalization JMLR 2002
Covering Number Bounds of Certain Regularized Linear Function Classes JMLR 2002
The Subspace Information Criterion for Infinite Dimensional Hypothesis Spaces JMLR 2002
A Robust Minimax Approach to Classification JMLR 2002
Limitations of Learning Via Embeddings in Euclidean Half Spaces JMLR 2002
Rademacher and Gaussian Complexities: Risk Bounds and Structural Results JMLR 2002
Minimal Kernel Classifiers JMLR 2002
On the Influence of the Kernel on the Consistency of Support Vector Machines JMLR 2001
Efficient SVM Training Using Low-Rank Kernel Representations JMLR 2001
On the Algorithmic Implementation of Multiclass Kernel-based Vector Machines JMLR 2001
Exact Simplification of Support Vector Solutions JMLR 2001
Lagrangian Support Vector Machines JMLR 2001
A New Approximate Maximal Margin Classification Algorithm JMLR 2001
Support Vector Machine Active Learning with Applications to Text Classification JMLR 2001
One-Class SVMs for Document Classification JMLR 2001