conftrace_

linear classifier

120 papers

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Co-occurring keywords

text classification (6793) representation learning (6206) support vector machine (978) feature extraction (1580) convex optimization (1321) generalization bound (652) kernel methods (1097) online learning (1777) random projection (145) loss function (462)

Papers

Sharp Generalization Error Bounds for Randomly-projected Classifiers ICML 2013
The Pairwise Piecewise-Linear Embedding for Efficient Non-Linear Classification ICML 2013
A PAC-Bayesian Approach for Domain Adaptation with Specialization to Linear Classifiers ICML 2013
UPAL: Unbiased Pool Based Active Learning AISTATS 2012
Local Supervised Learning through Space Partitioning NIPS 2012
Active Learning via Perfect Selective Classification JMLR 2012
Confidence-Weighted Linear Classification for Text Categorization JMLR 2012
Hashing Algorithms for Large-Scale Learning NIPS 2011
Training and Testing Low-degree Polynomial Data Mappings via Linear SVM JMLR 2010
Efficient Match Kernel between Sets of Features for Visual Recognition NIPS 2009
Exact Convex Confidence-Weighted Learning NIPS 2008
Considering Cost Asymmetry in Learning Classifiers JMLR 2006
Temporal dynamics of information content carried by neurons in the primary visual cortex NIPS 2006
A Modified Finite Newton Method for Fast Solution of Large Scale Linear SVMs JMLR 2005
Second Order Cone Programming Formulations for Feature Selection JMLR 2004
Generalization Error Bounds for Threshold Decision Lists JMLR 2004
Limitations of Learning Via Embeddings in Euclidean Half Spaces JMLR 2002
Text Chunking based on a Generalization of Winnow JMLR 2002
Recommender Systems Using Linear Classifiers JMLR 2002
Lagrangian Support Vector Machines JMLR 2001