Online learning of multiple tasks with a shared loss, Ofer Dekel, Philip M. Long, Yoram Singer, JMLR, vol. 8 (2007), pp. 2233-2264.
Data-Driven Online to Batch Conversions, Ofer Dekel, Yoram Singer, NIPS, 2005.
The Forgetron: A Kernel-Based Perceptron on a Fixed Budget, Ofer Dekel, Shai Shalev-Shwartz, Yoram Singer, NIPS, 2005.
An Online Algorithm for Hierarchical Phoneme Classification, Ofer Dekel, Joseph Keshet, Yoram Singer, MLMI, 2004, pp. 146-158.
Online Passive-Aggressive Algorithms, Shai Shalev-Shwartz, Koby Crammer, Ofer Dekel, Yoram Singer, NIPS, 2003.