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 Kernels with Radiuses of Minimum Enclosing Balls NIPS 2010
Multiple Kernel Learning and the SMO Algorithm NIPS 2010
Efficient algorithms for learning kernels from multiple similarity matrices with general convex loss functions NIPS 2010
Spatial and anatomical regularization of SVM for brain image analysis NIPS 2010
On the Impact of Kernel Approximation on Learning Accuracy AISTATS 2010
Semi-Supervised Learning with Max-Margin Graph Cuts AISTATS 2010
Empirical Bernstein Boosting AISTATS 2010
Guarantees for Approximate Incremental SVMs AISTATS 2010
Bundle Methods for Regularized Risk Minimization JMLR 2010
Consensus-Based Distributed Support Vector Machines JMLR 2010
Discriminative Topic Segmentation of Text and Speech AISTATS 2010
Tree Decomposition for Large-Scale SVM Problems JMLR 2010
Training and Testing Low-degree Polynomial Data Mappings via Linear SVM JMLR 2010
Maximum Relative Margin and Data-Dependent Regularization JMLR 2010
The SHOGUN Machine Learning Toolbox JMLR 2010
Reproducing Kernel Banach Spaces for Machine Learning JMLR 2009
Learning Nondeterministic Classifiers JMLR 2009
Hybrid MPI/OpenMP Parallel Linear Support Vector Machine Training JMLR 2009
Optimized Cutting Plane Algorithm for Large-Scale Risk Minimization JMLR 2009
An Anticorrelation Kernel for Subsystem Training in Multiple Classifier Systems JMLR 2009
Robustness and Regularization of Support Vector Machines JMLR 2009
Universal Kernel-Based Learning with Applications to Regular Languages JMLR 2009
Nieme: Large-Scale Energy-Based Models JMLR 2009
Using Local Dependencies within Batches to Improve Large Margin Classifiers JMLR 2009
Multiple Incremental Decremental Learning of Support Vector Machines NIPS 2009