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

A Massively Parallel Digital Learning Processor NIPS 2008
SimpleMKL JMLR 2008
On the Generalization Ability of Online Strongly Convex Programming Algorithms NIPS 2008
Performance analysis for L\_2 kernel classification NIPS 2008
Classification with a Reject Option using a Hinge Loss JMLR 2008
An Information Criterion for Variable Selection in Support Vector Machines JMLR 2008
Estimating the Confidence Interval for Prediction Errors of Support Vector Machine Classifiers JMLR 2008
On the Suitable Domain for SVM Training in Image Coding JMLR 2008
A Moment Bound for Multi-hinge Classifiers JMLR 2008
Max-margin Classification of Data with Absent Features JMLR 2008
Extended Grassmann Kernels for Subspace-Based Learning NIPS 2008
Fast Rates for Regularized Objectives NIPS 2008
Nearly Uniform Validation Improves Compression-Based Error Bounds JMLR 2008
Support Vector Machines with a Reject Option NIPS 2008
Aggregation of SVM Classifiers Using Sobolev Spaces JMLR 2008
Discriminative Learning of Max-Sum Classifiers JMLR 2008
General Polynomial Time Decomposition Algorithms JMLR 2007
Convex Learning with Invariances NIPS 2007
Comments on the “Core Vector Machines: Fast SVM Training on Very Large Data Sets" JMLR 2007
VC Theory of Large Margin Multi-Category Classifiers JMLR 2007
How SVMs can estimate quantiles and the median NIPS 2007
Parallelizing Support Vector Machines on Distributed Computers NIPS 2007
Margin Trees for High-dimensional Classification JMLR 2007
Large Margin Semi-supervised Learning JMLR 2007
Discriminative Keyword Selection Using Support Vector Machines NIPS 2007