conftrace_

linear classification

31 papers

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Co-occurring keywords

support vector machine (978) representation learning (6206) linear classifier (120) mistake bound (52) implicit bia (107) separable datum (12) selective sampling (21) vc dimension (108) convex optimization (1321) online learning (1777)

Papers

Exploiting Feature Covariance in High-Dimensional Online Learning AISTATS 2010
A Comparison of Optimization Methods and Software for Large-scale L1-regularized Linear Classification JMLR 2010
LIBLINEAR: A Library for Large Linear Classification JMLR 2008
Linear Classification and Selective Sampling Under Low Noise Conditions NIPS 2008
Worst-Case Analysis of Selective Sampling for Linear Classification JMLR 2006
Limitations of Learning Via Embeddings in Euclidean Half Spaces JMLR 2002