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Amir Globerson, Ph.D

Affiliations: 
Computer Science Hebrew University, Jerusalem, Jerusalem, Israel 
Area:
Machine Learning
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"Amir Globerson"
Mean distance: 17.18 (cluster 17)
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Naftali Tishby grad student 1995-2005 Hebrew University

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Publications

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Creutzig F, Globerson A, Tishby N. (2009) Past-future information bottleneck in dynamical systems. Physical Review. E, Statistical, Nonlinear, and Soft Matter Physics. 79: 041925
Globerson A, Stark E, Vaadia E, et al. (2009) The minimum information principle and its application to neural code analysis. Proceedings of the National Academy of Sciences of the United States of America. 106: 3490-5
Globerson A, Stark E, Vaadia E, et al. (2009) The minimum information principle and its application to neural code analysis (Proceeding of the National Academy of Sciences of the United States of America (2009) 106, 9, (3490-3495) doi: 10.1073/pnas.0806782106) Proceedings of the National Academy of Sciences of the United States of America. 106: 4061
Stark E, Globerson A, Asher I, et al. (2008) Correlations between groups of premotor neurons carry information about prehension. The Journal of Neuroscience : the Official Journal of the Society For Neuroscience. 28: 10618-30
Globerson A, Chechik G, Pereira F, et al. (2007) Euclidean embedding of co-occurrence data Journal of Machine Learning Research. 8: 2265-2295
Globerson A, Chechik G, Pereira F, et al. (2007) Euclidean embedding of co-occurrence data Journal of Machine Learning Research. 8: 2265-2295
Globerson A, Chechik G, Pereira F, et al. (2006) Embedding heterogeneous data using statistical models Proceedings of the National Conference On Artificial Intelligence. 2: 1605-1608
Chechik G, Globerson A, Tishby N, et al. (2005) Information bottleneck for Gaussian variables Journal of Machine Learning Research. 6
Chechik G, Globerson A, Tishby N, et al. (2005) Information bottleneck for Gaussian variables Journal of Machine Learning Research. 6
Globerson A, Tishby N. (2003) Sufficient dimensionality reduction Journal of Machine Learning Research. 3: 1307-1331
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