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Naftali Tishby: [Publications] [Author Rank by year] [Co-authors] [Prefers] [Cites] [Cited by]

Publications of Author

  1. 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. [Citation Graph (3, 0)][DBLP]
    WebDB, 1998, pp:152-171 [Conf]
  2. Fernando C. N. Pereira, Naftali Tishby, Lillian Lee
    Distributional Clustering of English Words. [Citation Graph (1, 0)][DBLP]
    ACL, 1993, pp:183-190 [Conf]
  3. David Haussler, H. Sebastian Seung, Michael J. Kearns, Naftali Tishby
    Rigorous Learning Curve Bounds from Statistical Mechanics. [Citation Graph (1, 0)][DBLP]
    COLT, 1994, pp:76-87 [Conf]
  4. Amir Globerson, Gal Chechik, Fernando Pereira, Naftali Tishby
    Embedding Heterogeneous Data Using Statistical Models. [Citation Graph (0, 0)][DBLP]
    AAAI, 2006, pp:- [Conf]
  5. Amir Globerson, Naftali Tishby
    Most Informative Dimension Reduction. [Citation Graph (0, 0)][DBLP]
    AAAI/IAAI, 2002, pp:1024-1029 [Conf]
  6. Naftali Tishby
    Efficient Data Representations That Preserve Information. [Citation Graph (0, 0)][DBLP]
    ALT, 2003, pp:16- [Conf]
  7. Ran Gilad-Bachrach, Amir Navot, Naftali Tishby
    An Information Theoretic Tradeoff between Complexity and Accuracy. [Citation Graph (0, 0)][DBLP]
    COLT, 2003, pp:595-609 [Conf]
  8. Ran Gilad-Bachrach, Amir Navot, Naftali Tishby
    Bayes and Tukey Meet at the Center Point. [Citation Graph (0, 0)][DBLP]
    COLT, 2004, pp:549-563 [Conf]
  9. Esther Levin, Naftali Tishby, Sara A. Solla
    A Statistical Approach to Learning and Generalization in Layered Neural Networks. [Citation Graph (0, 0)][DBLP]
    COLT, 1989, pp:245-260 [Conf]
  10. Shahar Mendelson, Naftali Tishby
    Statistical Sufficiency for Classes in Empirical L2 Spaces. [Citation Graph (0, 0)][DBLP]
    COLT, 2000, pp:81-89 [Conf]
  11. Dana Ron, Yoram Singer, Naftali Tishby
    Learning Probabilistic Automata with Variable Memory Length. [Citation Graph (0, 0)][DBLP]
    COLT, 1994, pp:35-46 [Conf]
  12. Dana Ron, Yoram Singer, Naftali Tishby
    On the Learnability and Usage of Acyclic Probabilistic Finite Automata. [Citation Graph (0, 0)][DBLP]
    COLT, 1995, pp:31-40 [Conf]
  13. H. Sebastian Seung, Haim Sompolinsky, Naftali Tishby
    Learning Curves in Large Neural Networks. [Citation Graph (0, 0)][DBLP]
    COLT, 1991, pp:112-127 [Conf]
  14. Naftali Tishby
    Efficient Data Representations That Preserve Information. [Citation Graph (0, 0)][DBLP]
    Discovery Science, 2003, pp:45- [Conf]
  15. Daphna Weinshall, Michael Werman, Naftali Tishby
    Stability and Likelihood of Views of Three Dimensional Objects. [Citation Graph (0, 0)][DBLP]
    ECCV (1), 1994, pp:24-35 [Conf]
  16. Ran Gilad-Bachrach, Amir Navot, Naftali Tishby
    Margin based feature selection - theory and algorithms. [Citation Graph (0, 0)][DBLP]
    ICML, 2004, pp:- [Conf]
  17. Amir Globerson, Naftali Tishby
    Sufficient Dimensionality Reduction - A novel Analysis Method. [Citation Graph (0, 0)][DBLP]
    ICML, 2002, pp:203-210 [Conf]
  18. Noam Slonim, Gill Bejerano, Shai Fine, Naftali Tishby
    Discriminative Feature Selection via Multiclass Variable Memory Markov Model. [Citation Graph (0, 0)][DBLP]
    ICML, 2002, pp:578-585 [Conf]
  19. Yevgeny Seldin, Gill Bejerano, Naftali Tishby
    Unsupervised Sequence Segmentation by a Mixture of Switching Variable Memory Markov Sources. [Citation Graph (0, 0)][DBLP]
    ICML, 2001, pp:513-520 [Conf]
  20. Golan Yona, Nathan Linial, Naftali Tishby, Michal Linial
    A Map of the Protein Space: An Automatic Hierarchical Classification of all Protein Sequences. [Citation Graph (0, 0)][DBLP]
    ISMB, 1998, pp:212-221 [Conf]
  21. Gal Chechik, Amir Globerson, M. J. Anderson, E. D. Young, I. Nelken, Naftali Tishby
    Group Redundancy Measures Reveal Redundancy Reduction in the Auditory Pathway. [Citation Graph (0, 0)][DBLP]
    NIPS, 2001, pp:173-180 [Conf]
  22. Gal Chechik, Amir Globerson, Naftali Tishby, Yair Weiss
    Information Bottleneck for Gaussian Variables. [Citation Graph (0, 0)][DBLP]
    NIPS, 2003, pp:- [Conf]
  23. Gal Chechik, Naftali Tishby
    Temporally Dependent Plasticity: An Information Theoretic Account. [Citation Graph (0, 0)][DBLP]
    NIPS, 2000, pp:110-116 [Conf]
  24. Gal Chechik, Naftali Tishby
    Extracting Relevant Structures with Side Information. [Citation Graph (0, 0)][DBLP]
    NIPS, 2002, pp:857-864 [Conf]
  25. Koby Crammer, Ran Gilad-Bachrach, Amir Navot, Naftali Tishby
    Margin Analysis of the LVQ Algorithm. [Citation Graph (0, 0)][DBLP]
    NIPS, 2002, pp:462-469 [Conf]
  26. Ran El-Yaniv, Shai Fine, Naftali Tishby
    Agnostic Classification of Markovian Sequences. [Citation Graph (0, 0)][DBLP]
    NIPS, 1997, pp:- [Conf]
  27. Yoav Freund, H. Sebastian Seung, Eli Shamir, Naftali Tishby
    Information, Prediction, and Query by Committee. [Citation Graph (0, 0)][DBLP]
    NIPS, 1992, pp:483-490 [Conf]
  28. Itay Gat, Naftali Tishby
    Statistical Modeling of Cell Assemblies Activities in Associative Cortex of Behaving Monkeys. [Citation Graph (0, 0)][DBLP]
    NIPS, 1992, pp:945-952 [Conf]
  29. Itay Gat, Naftali Tishby
    Synergy and Redundancy among Brain Cells of Behaving Monkeys. [Citation Graph (0, 0)][DBLP]
    NIPS, 1998, pp:111-117 [Conf]
  30. Ran Gilad-Bachrach, Amir Navot, Naftali Tishby
    Query by Committee Made Real. [Citation Graph (0, 0)][DBLP]
    NIPS, 2005, pp:- [Conf]
  31. Amir Globerson, Gal Chechik, Fernando C. Pereira, Naftali Tishby
    Euclidean Embedding of Co-Occurrence Data. [Citation Graph (0, 0)][DBLP]
    NIPS, 2004, pp:- [Conf]
  32. Scott Kirkpatrick, Géza Györgyi, Naftali Tishby, Lidror Troyansky
    The Statistical Mechanics of k-Satisfaction. [Citation Graph (0, 0)][DBLP]
    NIPS, 1993, pp:439-446 [Conf]
  33. Eyal Krupka, Naftali Tishby
    Generalization in Clustering with Unobserved Features. [Citation Graph (0, 0)][DBLP]
    NIPS, 2005, pp:- [Conf]
  34. Amir Navot, Lavi Shpigelman, Naftali Tishby, Eilon Vaadia
    Nearest Neighbor Based Feature Selection for Regression and its Application to Neural Activity. [Citation Graph (0, 0)][DBLP]
    NIPS, 2005, pp:- [Conf]
  35. Dmitry Rinberg, Hanan Davidowitz, Naftali Tishby
    Multi-Electrode Spike Sorting by Clustering Transfer Functions. [Citation Graph (0, 0)][DBLP]
    NIPS, 1998, pp:146-152 [Conf]
  36. Dana Ron, Yoram Singer, Naftali Tishby
    The Power of Amnesia. [Citation Graph (0, 0)][DBLP]
    NIPS, 1993, pp:176-183 [Conf]
  37. Elad Schneidman, Naama Brenner, Naftali Tishby, Robert R. de Ruyter van Steveninck, William Bialek
    Universality and Individuality in a Neural Code. [Citation Graph (0, 0)][DBLP]
    NIPS, 2000, pp:159-165 [Conf]
  38. Elad Schneidman, Idan Segev, Naftali Tishby
    Information Capacity and Robustness of Stochastic Neuron Models. [Citation Graph (0, 0)][DBLP]
    NIPS, 1999, pp:178-184 [Conf]
  39. Yoram Singer, Naftali Tishby
    Decoding Cursive Scripts. [Citation Graph (0, 0)][DBLP]
    NIPS, 1993, pp:833-840 [Conf]
  40. Noam Slonim, Nir Friedman, Naftali Tishby
    Agglomerative Multivariate Information Bottleneck. [Citation Graph (0, 0)][DBLP]
    NIPS, 2001, pp:929-936 [Conf]
  41. Noam Slonim, Naftali Tishby
    Agglomerative Information Bottleneck. [Citation Graph (0, 0)][DBLP]
    NIPS, 1999, pp:617-623 [Conf]
  42. Naftali Tishby, Noam Slonim
    Data Clustering by Markovian Relaxation and the Information Bottleneck Method. [Citation Graph (0, 0)][DBLP]
    NIPS, 2000, pp:640-646 [Conf]
  43. Ron Bekkerman, Ran El-Yaniv, Yoad Winter, Naftali Tishby
    On Feature Distributional Clustering for Text Categorization. [Citation Graph (0, 0)][DBLP]
    SIGIR, 2001, pp:146-153 [Conf]
  44. Noam Slonim, Nir Friedman, Naftali Tishby
    Unsupervised document classification using sequential information maximization. [Citation Graph (0, 0)][DBLP]
    SIGIR, 2002, pp:129-136 [Conf]
  45. Noam Slonim, Naftali Tishby
    Document clustering using word clusters via the information bottleneck method. [Citation Graph (0, 0)][DBLP]
    SIGIR, 2000, pp:208-215 [Conf]
  46. Amir Navot, Ran Gilad-Bachrach, Yiftah Navot, Naftali Tishby
    Is Feature Selection Still Necessary? [Citation Graph (0, 0)][DBLP]
    SLSFS, 2005, pp:127-138 [Conf]
  47. Daphna Weinshall, Michael Werman, Naftali Tishby
    Stability and Likelihood of Views of Three Dimensional Objects. [Citation Graph (0, 0)][DBLP]
    Theoretical Foundations of Computer Vision, 1994, pp:237-256 [Conf]
  48. Nir Friedman, Ori Mosenzon, Noam Slonim, Naftali Tishby
    Multivariate Information Bottleneck. [Citation Graph (0, 0)][DBLP]
    UAI, 2001, pp:152-161 [Conf]
  49. Amir Globerson, Gal Chechik, Naftali Tishby
    Sufficient Dimensionality Reduction with Irrelevance Statistics. [Citation Graph (0, 0)][DBLP]
    UAI, 2003, pp:281-288 [Conf]
  50. Gill Bejerano, Yevgeny Seldin, Hanah Margalit, Naftali Tishby
    Markovian domain fingerprinting: statistical segmentation of protein sequences. [Citation Graph (0, 0)][DBLP]
    Bioinformatics, 2001, v:17, n:10, pp:927-934 [Journal]
  51. Fernando C. N. Pereira, Yoram Singer, Naftali Tishby
    Beyond Word N-Grams [Citation Graph (0, 0)][DBLP]
    CoRR, 1996, v:0, n:, pp:- [Journal]
  52. Naftali Tishby, Fernando C. Pereira, William Bialek
    The information bottleneck method [Citation Graph (0, 0)][DBLP]
    CoRR, 2000, v:0, n:, pp:- [Journal]
  53. William Bialek, Ilya Nemenman, Naftali Tishby
    Predictability, complexity and learning [Citation Graph (0, 0)][DBLP]
    CoRR, 2000, v:0, n:, pp:- [Journal]
  54. Gill Bejerano, Nir Friedman, Naftali Tishby
    Efficient Exact p-Value Computation for Small Sample, Sparse, and Surprising Categorical Data. [Citation Graph (0, 0)][DBLP]
    Journal of Computational Biology, 2004, v:11, n:5, pp:867-886 [Journal]
  55. Dana Ron, Yoram Singer, Naftali Tishby
    On the Learnability and Usage of Acyclic Probabilistic Finite Automata. [Citation Graph (0, 0)][DBLP]
    J. Comput. Syst. Sci., 1998, v:56, n:2, pp:133-152 [Journal]
  56. Amir Globerson, Naftali Tishby
    Sufficient Dimensionality Reduction. [Citation Graph (0, 0)][DBLP]
    Journal of Machine Learning Research, 2003, v:3, n:, pp:1307-1331 [Journal]
  57. Ron Bekkerman, Ran El-Yaniv, Naftali Tishby, Yoad Winter
    Distributional Word Clusters vs. Words for Text Categorization. [Citation Graph (0, 0)][DBLP]
    Journal of Machine Learning Research, 2003, v:3, n:, pp:1183-1208 [Journal]
  58. Gal Chechik, Amir Globerson, Naftali Tishby, Yair Weiss
    Information Bottleneck for Gaussian Variables. [Citation Graph (0, 0)][DBLP]
    Journal of Machine Learning Research, 2005, v:6, n:, pp:165-188 [Journal]
  59. Yoav Freund, H. Sebastian Seung, Eli Shamir, Naftali Tishby
    Selective Sampling Using the Query by Committee Algorithm. [Citation Graph (0, 0)][DBLP]
    Machine Learning, 1997, v:28, n:2-3, pp:133-168 [Journal]
  60. 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. [Citation Graph (0, 0)][DBLP]
    Machine Learning, 2002, v:47, n:1, pp:35-61 [Journal]
  61. Shai Fine, Yoram Singer, Naftali Tishby
    The Hierarchical Hidden Markov Model: Analysis and Applications. [Citation Graph (0, 0)][DBLP]
    Machine Learning, 1998, v:32, n:1, pp:41-62 [Journal]
  62. David Haussler, Michael J. Kearns, H. Sebastian Seung, Naftali Tishby
    Rigorous Learning Curve Bounds from Statistical Mechanics. [Citation Graph (0, 0)][DBLP]
    Machine Learning, 1996, v:25, n:2-3, pp:195-236 [Journal]
  63. Dana Ron, Yoram Singer, Naftali Tishby
    The Power of Amnesia: Learning Probabilistic Automata with Variable Memory Length. [Citation Graph (0, 0)][DBLP]
    Machine Learning, 1996, v:25, n:2-3, pp:117-149 [Journal]
  64. William Bialek, Ilya Nemenman, Naftali Tishby
    Predictability, Complexity, and Learning. [Citation Graph (0, 0)][DBLP]
    Neural Computation, 2001, v:13, n:11, pp:2409-2463 [Journal]
  65. Itay Gat, Naftali Tishby
    Spotting Neural Spike Patterns Using an Adversary Background Model. [Citation Graph (0, 0)][DBLP]
    Neural Computation, 2001, v:13, n:12, pp:2681-2708 [Journal]
  66. Noam Slonim, Nir Friedman, Naftali Tishby
    Multivariate Information Bottleneck. [Citation Graph (0, 0)][DBLP]
    Neural Computation, 2006, v:18, n:8, pp:1739-1789 [Journal]
  67. Yevgeny Seldin, Noam Slonim, Naftali Tishby
    Information Bottleneck for Non Co-Occurrence Data. [Citation Graph (0, 0)][DBLP]
    NIPS, 2006, pp:1241-1248 [Conf]
  68. Amir Globerson, Naftali Tishby
    The Minimum Information Principle for Discriminative Learning. [Citation Graph (0, 0)][DBLP]
    UAI, 2004, pp:193-200 [Conf]

  69. Learning and Generalization with the Information Bottleneck. [Citation Graph (, )][DBLP]


  70. Model Selection and Stability in k-means Clustering. [Citation Graph (, )][DBLP]


  71. Multi-classification by categorical features via clustering. [Citation Graph (, )][DBLP]


  72. Cluster Stability for Finite Samples. [Citation Graph (, )][DBLP]


  73. On the Reliability of Clustering Stability in the Large Sample Regime. [Citation Graph (, )][DBLP]


  74. Dynamical encoding of cursive handwriting. [Citation Graph (, )][DBLP]


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