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Naftali Tishby

Papers on DiSC'02


On feature distributional clustering for text categorization

Publications


Note: Links lead to the DBLP on the Web.

Naftali Tishby

24 Shlomo Dubnov , Ran El-Yaniv , Yoram Gdalyahu , Elad Schneidman , Naftali Tishby, Golan Yona : A New Nonparametric Pairwise Clustering Algorithm Based on Iterative Estimation of Distance Profiles. Machine Learning 47 (1): 35-61 (2002)

23 Ron Bekkerman , Ran El-Yaniv , Yoad Winter , Naftali Tishby: On Feature Distributional Clustering for Text Categorization. SIGIR 2001 : 146-153

22 Gill Bejerano , Yevgeny Seldin , Hanah Margalit , Naftali Tishby: Markovian domain fingerprinting: statistical segmentation of protein sequences. Bioinformatics 17 (10): 927-934 (2001)

21 Shahar Mendelson , Naftali Tishby: Statistical Sufficiency for Classes in Empirical L 2 Spaces. COLT 2000 : 81-89

20 Gal Chechik , Naftali Tishby: Temporally Dependent Plasticity: An Information Theoretic Account. NIPS 2000 : 110-116

19 Elad Schneidman , Naama Brenner , Naftali Tishby, Robert R. de Ruyter van Steveninck , William Bialek : Universality and Individuality in a Neural Code. NIPS 2000 : 159-165

18 Naftali Tishby, Noam Slonim : Data Clustering by Markovian Relaxation and the Information Bottleneck Method. NIPS 2000 : 640-646

17 Noam Slonim , Naftali Tishby: Document clustering using word clusters via the information bottleneck method. SIGIR 2000 : 208-215

16 Catriel Beeri , Gershon Elber , Tova Milo , Yehoshua Sagiv , Oded Shmueli , Naftali Tishby, Yakov A. Kogan , David Konopnicki , Pini Mogilevski , Noam Slonim : WebSuite: A Tool Suite for Harnessing Web Data. WebDB 1998 : 152-171

15 Dana Ron , Yoram Singer , Naftali Tishby: On the Learnability and Usage of Acyclic Probabilistic Finite Automata. JCSS 56 (2): 133-152 (1998)

14 Shai Fine , Yoram Singer , Naftali Tishby: The Hierarchical Hidden Markov Model: Analysis and Applications. Machine Learning 32 (1): 41-62 (1998)

13 Yoav Freund , H. Sebastian Seung , Eli Shamir , Naftali Tishby: Selective Sampling Using the Query by Committee Algorithm. Machine Learning 28 (2-3): 133-168 (1997)

12 Dana Ron , Yoram Singer , Naftali Tishby: The Power of Amnesia: Learning Probabilistic Automata with Variable Memory Length. Machine Learning 25 (2-3): 117-149 (1996)

11 David Haussler , Michael J. Kearns , H. Sebastian Seung , Naftali Tishby: Rigorous Learning Curve Bounds from Statistical Mechanics. Machine Learning 25 (2-3): 195-236 (1996)

10 Dana Ron , Yoram Singer , Naftali Tishby: On the Learnability and Usage of Acyclic Probabilistic Finite Automata. COLT 1995 : 31-40

9 Dana Ron , Yoram Singer , Naftali Tishby: Learning Probabilistic Automata with Variable Memory Length. COLT 1994 : 35-46

8 David Haussler , H. Sebastian Seung , Michael J. Kearns , Naftali Tishby: Rigorous Learning Curve Bounds from Statistical Mechanics. COLT 1994 : 76-87

7 Daphna Weinshall , Michael Werman , Naftali Tishby: Stability and Likelihood of Views of Three Dimensional Objects. ECCV (1) 1994 : 24-35

6 Daphna Weinshall , Michael Werman , Naftali Tishby: Stability and Likelihood of Views of Three Dimensional Objects. Theoretical Foundations of Computer Vision 1994 : 237-256

5 Fernando C. N. Pereira , Naftali Tishby, Lillian Lee : Distributional Clustering of English Words. ACL 1993 : 183-190

4 Yoav Freund , H. Sebastian Seung , Eli Shamir , Naftali Tishby: Information, Prediction, and Query by Committee. NIPS 1992 : 483-490

3 Itay Gat , Naftali Tishby: Statistical Modeling of Cell Assemblies Activities in Associative Cortex of Behaving Monkeys. NIPS 1992 : 945-952

2 H. S. Seung , Haim Sompolinsky , Naftali Tishby: Learning Curves in Large Neural Networks. COLT 1991 : 112-127

1 Esther Levin , Naftali Tishby, Sara A. Solla : A Statistical Approach to Learning and Generalization in Layered Neural Networks. COLT 1989 : 245-260




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