conftrace_

multiclass classification

181 papers

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Co-occurring keywords

online learning (1777) multi-class classification (280) support vector machine (978) binary classification (678) regret bound (1926) bandit feedback (118) surrogate loss (94) sample complexity (1169) text classification (6793) learning theory (519)

Papers

In Defense of One-Vs-All Classification JMLR 2004
Ultraconservative Online Algorithms for Multiclass Problems JMLR 2003
On Nearest-Neighbor Error-Correcting Output Codes with Application to All-Pairs Multiclass Support Vector Machines JMLR 2003
Stopping Criterion for Boosting-Based Data Reduction Techniques: from Binary to Multiclass Problem JMLR 2002
On the Algorithmic Implementation of Multiclass Kernel-based Vector Machines JMLR 2001
Reducing Multiclass to Binary: A Unifying Approach for Margin Classifiers JMLR 2000