Ultraconservative Online Algorithms for Multiclass Problems (2001)

by Koby Crammer , Yoram Singer
Venue:Journal of Machine Learning Research
Citations:249 - 23 self

Active Bibliography

87 A New Approximate Maximal Margin Classification Algorithm – Claudio Gentile - 2001
110 An introduction to boosting and leveraging – Ron Meir, Gunnar Rätsch - 2003
11 Step size adaptation in reproducing kernel Hilbert – S. V. N. Vishwanathan, Nicol N. Schraudolph, Alex J. Smola, Thorsten Joachims - 2006
102 Fast Kernel Classifiers With Online And Active Learning – Antoine Bordes, Seyda Ertekin, Jason Weston, Léon Bottou - 2005
28 New results on error correcting output codes of kernel machines – Andrea Passerini, Massimiliano Pontil, Paolo Frasconi - 2004
1 Online Learning by Ellipsoid Method – Liu Yang, Rong Jin, Jieping Ye
4 BioMed Central – Bmc Bioinformatics, Ling Qin, Yixin Chen, Yi Pan, Ling Chen, Open Access - 2006
161 On the Learnability and Design of Output Codes for Multiclass Problems – Koby Crammer, Yoram Singer - 2000
133 On the Generalization Ability of On-line Learning Algorithms – Nicolo Cesa-Bianchi, Alex Conconi, Claudio Gentile - 2001
41 Worst-Case Analysis of Selective Sampling for Linear Classification – Nicolò Cesa-Bianchi, Claudio Gentile, Luca Zaniboni - 2006
9 Double updating online learning – Peilin Zhao, Steven C. H. Hoi, Rong Jin
415 Large Margin Classification Using the Perceptron Algorithm – Yoav Freund, Robert E. Schapire - 1998
293 Online passiveaggressive algorithms – Koby Crammer, Ofer Dekel, Shai Shalev-shwartz, Yoram Singer - 2006
3 Using Linear-threshold Algorithms to Combine Multi-class Sub-experts – Chris Mesterharm - 2003
396 Support Vector Machine Classification and Validation of Cancer Tissue Samples Using Microarray Expression Data – Terrence S. Furey, Nello Cristianini, Nigel Duffy, David W. Bednarski, Michèl Schummer, David Haussler - 2000
13 The Huller: a simple and efficient online SVM – Antoine Bordes, Léon Bottou - 2005
7 Building multiclass classifiers for remote homology detection and fold recognition – Huzefa Rangwala, George Karypis
Recognition – Huzefa Rangwala, George Karypis, Huzefa Rangwala, George Karypis
73 The Relaxed Online Maximum Margin Algorithm – Yi Li, Philip M. Long - 2000