20022022

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  • 2009

    Convex learning with invariances

    Teo, C. H., Globerson, A., Roweis, S. & Smola, A. J., 2009, Advances in Neural Information Processing Systems 20 - Proceedings of the 2007 Conference. (Advances in Neural Information Processing Systems 20 - Proceedings of the 2007 Conference).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

  • Fixing max-product: Convergent message passing algorithms for MAP LP-relaxations

    Globerson, A. & Jaakkola, T., 2009, Advances in Neural Information Processing Systems 20 - Proceedings of the 2007 Conference. (Advances in Neural Information Processing Systems 20 - Proceedings of the 2007 Conference).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

  • 2008

    Convex learning with invariances

    Teo, C. H., Globerson, A., Roweis, S. & Smola, A. J., 2008, Advances in Neural Information Processing Systems 20 - Proceedings of the 2007 Conference. Curran Associates Inc., (Advances in Neural Information Processing Systems 20 - Proceedings of the 2007 Conference).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

  • Fixing max-product: Convergent message passing algorithms for MAP LP-relaxations

    Globerson, A. & Jaakkola, T., 2008, Advances in Neural Information Processing Systems 20 - Proceedings of the 2007 Conference. Curran Associates Inc., (Advances in Neural Information Processing Systems 20 - Proceedings of the 2007 Conference).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

  • Tightening LP relaxations for MAP using message passing

    Sontag, D., Meltzer, T., Globerson, A., Jaakkola, T. & Weiss, Y., 2008, Proceedings of the 24th Conference on Uncertainty in Artificial Intelligence, UAI 2008. p. 503-510 8 p. (Proceedings of the 24th Conference on Uncertainty in Artificial Intelligence, UAI 2008).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

  • 2007

    Approximate inference using planar graph decomposition

    Globerson, A. & Jaakkola, T., 2007, Advances in Neural Information Processing Systems 19 - Proceedings of the 2006 Conference. p. 473-480 8 p. (Advances in Neural Information Processing Systems).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

  • Convergent propagation algorithms via oriented trees

    Globerson, A. & Jaakkola, T., 2007, Proceedings of the 23rd Conference on Uncertainty in Artificial Intelligence, UAI 2007. p. 133-140 8 p. (Proceedings of the 23rd Conference on Uncertainty in Artificial Intelligence, UAI 2007).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

  • 2006

    Discriminative learning via semidefinite probabilistic models

    Crammer, K. & Globerson, A., 2006, Proceedings of the 22nd Conference on Uncertainty in Artificial Intelligence, UAI 2006. p. 98-105 8 p. (Proceedings of the 22nd Conference on Uncertainty in Artificial Intelligence, UAI 2006).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

  • Embedding heterogeneous data using statistical models

    Globerson, A., Chechik, G., Pereira, F. & Tishby, N., 2006, Proceedings of the 21st National Conference on Artificial Intelligence and the 18th Innovative Applications of Artificial Intelligence Conference, AAAI-06/IAAI-06. p. 1605-1608 4 p. (Proceedings of the National Conference on Artificial Intelligence; vol. 2).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

  • Nightmare at test time: Robust learning by feature deletion

    Globerson, A. & Roweis, S., 2006, ACM International Conference Proceeding Series - Proceedings of the 23rd International Conference on Machine Learning, ICML 2006. p. 353-360 8 p. (ACM International Conference Proceeding Series; vol. 148).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

  • Nightmare at test time: Robust learning by feature deletion

    Globerson, A. & Roweis, S., 2006, ICML 2006 - Proceedings of the 23rd International Conference on Machine Learning. p. 353-360 8 p. (ICML 2006 - Proceedings of the 23rd International Conference on Machine Learning; vol. 2006).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

  • 2005

    Distributed latent variable models of lexical co-occurrences

    Blitzer, J., Globerson, A. & Pereira, F., 2005, AISTATS 2005 - Proceedings of the 10th International Workshop on Artificial Intelligence and Statistics. p. 25-32 8 p. (AISTATS 2005 - Proceedings of the 10th International Workshop on Artificial Intelligence and Statistics).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

  • Euclidean embedding of co-occurrence data

    Globerson, A., Chechik, G., Pereira, F. & Tishby, N., 2005, Advances in Neural Information Processing Systems 17 - Proceedings of the 2004 Conference, NIPS 2004. Neural information processing systems foundation, (Advances in Neural Information Processing Systems).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

  • Metric learning by collapsing classes

    Globerson, A. & Roweis, S., 2005, Advances in Neural Information Processing Systems 18 - Proceedings of the 2005 Conference. p. 451-458 8 p. (Advances in Neural Information Processing Systems).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

  • 2004

    Information bottleneck for Gaussian variables

    Chechik, G., Globerson, A., Tishby, N. & Weiss, Y., 2004, Advances in Neural Information Processing Systems 16 - Proceedings of the 2003 Conference, NIPS 2003. Neural information processing systems foundation, (Advances in Neural Information Processing Systems).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

  • 2002

    Group redundancy measures reveal redundancy reduction in the auditory pathway

    Chechik, G., Globerson, A., Tishby, N., Anderson, M. J., Young, E. D. & Nelken, T., 2002, Advances in Neural Information Processing Systems 14 - Proceedings of the 2001 Conference, NIPS 2001. Neural information processing systems foundation, (Advances in Neural Information Processing Systems).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review