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Noam Slonim - Publications

Affiliations: 
IBM HRL, Haifa, Haifa District, Israel 
Area:
Machine Learning, Computational Biology, Text analysis
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14 high-probability publications. We are testing a new system for linking publications to authors. You can help! If you notice any inaccuracies, please sign in and mark papers as correct or incorrect matches. If you identify any major omissions or other inaccuracies in the publication list, please let us know.

Year Citation  Score
2011 Slonim N, Yom-Tov E, Crammer K. Active online classification via information maximization Ijcai International Joint Conference On Artificial Intelligence. 1498-1504. DOI: 10.5591/978-1-57735-516-8/IJCAI11-252  0.327
2007 Elemento O, Slonim N, Tavazoie S. A universal framework for regulatory element discovery across all genomes and data types. Molecular Cell. 28: 337-50. PMID 17964271 DOI: 10.1016/J.Molcel.2007.09.027  0.604
2007 Seldin Y, Slonim N, Tishby N. Information bottleneck for non co-occurrence data Advances in Neural Information Processing Systems. 1241-1248.  0.599
2006 Slonim N, Friedman N, Tishby N. Multivariate information bottleneck. Neural Computation. 18: 1739-89. PMID 16771652 DOI: 10.1162/Neco.2006.18.8.1739  0.613
2006 Slonim N, Elemento O, Tavazoie S. Ab initio genotype-phenotype association reveals intrinsic modularity in genetic networks. Molecular Systems Biology. 2: 2006.0005. PMID 16732191 DOI: 10.1038/Msb4100047  0.594
2005 Slonim N, Atwal GS, Tkacik G, Bialek W. Information-based clustering. Proceedings of the National Academy of Sciences of the United States of America. 102: 18297-302. PMID 16352721 DOI: 10.1073/Pnas.0507432102  0.351
2003 Slonim N, Bejerano G, Fine S, Tishby N. Discriminative feature selection via multiclass variable memory Markov model Eurasip Journal On Applied Signal Processing. 2003: 93-102. DOI: 10.1155/S111086570321115X  0.586
2003 Slonim N, Weiss Y. Maximum likelihood and the information bottleneck Advances in Neural Information Processing Systems.  0.343
2002 Slonim N, Friedman N, Tishby N. Unsupervised document classification using sequential information maximization Sigir Forum (Acm Special Interest Group On Information Retrieval). 129-136.  0.604
2002 Slonim N, Friedman N, Tishby N. Agglomerative multivariate information bottleneck Advances in Neural Information Processing Systems.  0.601
2001 Slonim N, Somerville R, Tishby N, Lahav O. Objective classification of galaxy spectra using the information bottleneck method Monthly Notices of the Royal Astronomical Society. 323: 270-284. DOI: 10.1046/J.1365-8711.2001.04125.X  0.577
2001 Tishby N, Slonim N. Data clustering by Markovian relaxation and the Information Bottleneck Method Advances in Neural Information Processing Systems.  0.572
2000 Slonim N, Tishby N. Agglomerative information bottleneck Advances in Neural Information Processing Systems. 617-623.  0.595
1999 Beeri C, Elber G, Milo T, Sagiv Y, Shmueli O, Tishby N, Kogan Y, Konopnicki D, Mogilevski P, Slonim N. Websuite—a tool suite for harnessing web data Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 1590: 152-171.  0.496
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