Online Multiclass Learning by Interclass Hypothesis Sharing, Michael Fink, Shai Shalev-Shwartz, Yoram Singer, Shimon Ullman, Proceedings of the 23rd International Conference on Machine Learning, 2006.
The Forgetron: A Kernel-Based Perceptron on a Fixed Budget, Ofer Dekel, Shai Shalev-Shwartz, Yoram Singer, NIPS, 2005.
A Primal-Dual Perspective of Online Learning Algorithms, Shai Shalev-Shwartz, Yoram Singer, Machine Learning, vol. 69, no. 2-3 (2007), pp. 115-142.
A New Perspective on an Old Perceptron Algorithm, Shai Shalev-Shwartz, Yoram Singer, COLT, 2005, pp. 264-278.
Learning to Align Polyphonic Music, Shai Shalev-Shwartz, Joseph Keshet, Yoram Singer, ISMIR, 2004.
Online and batch learning of pseudo-metrics, Shai Shalev-Shwartz, Yoram Singer, Andrew Y. Ng, ICML, 2004.
Online Passive-Aggressive Algorithms, Shai Shalev-Shwartz, Koby Crammer, Ofer Dekel, Yoram Singer, NIPS, 2003.