Yoram Singer

Google Publications

Previous Publications

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    The Forgetron: A Kernel-Based Perceptron on a Budget

    Ofer Dekel, Shai Shalev-Shwartz, Yoram Singer

    SIAM J. Comput., vol. 37 (2008), pp. 1342-1372

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    Discriminative Kernel-Based Phoneme Sequence Recognition

    J. Keshet, S. Shalev-Shwartz, S. Bengio, Y. Singer, D. Chazan

    Proceedings of the International Conference on Spoken Language Processing, Interspeech-ICSLP (2006)

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    Smooth Epsilon-Insensitive Regression by Loss Symmetrization

    O. Dekel, S. Shalev-Shwartz, Y. Singer

    Journal of Machine Learning Research, vol. 6 (2005), pp. 711-741

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    An Online Algorithm for Hierarchical Phoneme Classification

    Ofer Dekel, Joseph Keshet, Yoram Singer

    MLMI (2004), pp. 146-158

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    Large Margin Hierarchical Classification

    O. Dekel, J. Keshet, Y. Singer

    Proceedings of the 21st International Conference on Machine Learning (2004)

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    Learning Theory, 17th Annual Conference on Learning Theory, COLT 2004, Banff, Canada, July 1-4, 2004, Proceedings

    John Shawe-Taylor, Yoram Singer, Editor

    Springer (2004)

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    Learning to Align Polyphonic Music

    Shai Shalev-Shwartz, Joseph Keshet, Yoram Singer

    ISMIR (2004)

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    Learning to Align Polyphonic Music

    S. Shalev-Shwartz, J. Keshet, Y. Singer

    Proceedings of the 5th International Conference on Music Information Retrieval (2004)

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    Online Algorithm for Hierarchical Phoneme Classification

    O. Dekel, J. Keshet, Y. Singer

    Workshop on Multimodal Interaction and Related Machine Learning Algorithms; Lecture Notes in Computer Science, Springer-Verlag (2004), pp. 146-159

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    Online and Batch Learning of Pseudo-Metrics

    S. Shalev-Shwartz, Y. Singer, A. Ng

    Proceedings of the 21st International Conference on Machine Learning (2004)

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    Online and batch learning of pseudo-metrics

    Shai Shalev-Shwartz, Yoram Singer, Andrew Y. Ng

    ICML (2004)

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    The Power of Selective Memory: Self-Bounded Learning of Prediction Suffix Trees

    O. Dekel, S. Shalev-Shwartz, Y. Singer

    Advances in Neural Information Processing Systems 17 (2004)

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    A Family of Additive Online Algorithms for Category Ranking

    Koby Crammer, Yoram Singer

    Journal of Machine Learning Research, vol. 3 (2003), pp. 1025-1058

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    Online Passive-Aggressive Algorithms

    Shai Shalev-Shwartz, Koby Crammer, Ofer Dekel, Yoram Singer

    NIPS (2003)

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    Boosting for Document Routing

    Raj D. Iyer, David D. Lewis, Robert E. Schapire, Yoram Singer, Amit Singhal

    CIKM (2000), pp. 70-77

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    An Efficient Extension to Mixture Techniques for Prediction and Decision Trees

    Fernando C. N. Pereira, Yoram Singer

    Machine Learning, vol. 36 (1999), pp. 183-199

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    Boosting and Rocchio Applied to Text Filtering

    Robert E. Schapire, Yoram Singer, Amit Singhal

    SIGIR (1998), pp. 215-223

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    Shared Context Probabilistic Transducers

    Yoshua Bengio, Samy Bengio, Jean-Francois Isabelle, Yoram Singer

    Advances in Neural Information Processing Systems, NIPS 10 (1997)

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    Beyond Word N-Grams

    Fernando Pereira, Yoram Singer, Naftali Z. Tishby

    Proceedings of the Third Workshop on Very Large Corpora, Association for Computational Linguistics, Columbus, Ohio (1995), pp. 95-106