| 2021 | ISIT | Critical Slowing Down Near Topological Transitions in Rate-Distortion Problems. | Shlomi Agmon, Etam Benger, Or Ordentlich, Naftali Tishby |
| 2020 | CogSci | Modeling the Effect of Driver's Eye Gaze Pattern Under Workload: Gaussian Mixture Approach. | Ron M. Hecht, Ariel Telpaz, Gila Kamhi, Omer Tsimhoni, Aharon Bar-Hillel, Naftali Tishby |
| 2019 | CogSci | Evolution and efficiency in color naming: The case of Nafaanra. | Noga Zaslavsky, Karee Garvin, Charles Kemp, Naftali Tishby, Terry Regier |
| 2019 | CogSci | Communicative need and color naming. | Noga Zaslavsky, Charles Kemp, Naftali Tishby, Terry Regier |
| 2019 | CogSci | Semantic categories of artifacts and animals reflect efficient coding. | Noga Zaslavsky, Terry Regier, Naftali Tishby, Charles Kemp |
| 2019 | ICASSP | Information Constrained Control for Visual Detection of Important Areas. | Ron M. Hecht, Ariel Telpaz, Gila Kamhi, Aharon Bar-Hillel, Naftali Tishby |
| 2018 | CogSci | Information-theoretic efficiency and semantic variation: The case of color naming. | Noga Zaslavsky, Charles Kemp, Terry Regier, Naftali Tishby |
| 2018 | CogSci | Color naming reflects both perceptual structure and communicative need. | Noga Zaslavsky, Charles Kemp, Naftali Tishby, Terry Regier |
| 2016 | UAI | Taming the Noise in Reinforcement Learning via Soft Updates. | Roy Fox, Ari Pakman, Naftali Tishby |
| 2015 | Interspeech | Cognitive workload and vocabulary sparseness: theory and practice. | Ron M. Hecht, Aharon Bar-Hillel, Stas Tiomkin, Hadar Levi, Omer Tsimhoni, Naftali Tishby |
| 2015 | ITW | Deep learning and the information bottleneck principle. | Naftali Tishby, Noga Zaslavsky |
| 2014 | ICRA | Monte Carlo methods for exact & efficient solution of the generalized optimality equations. | Pedro A. Ortega, Daniel A. Braun, Naftali Tishby |
| 2014 | ISIT | Control your information for better predictions. | Michal Moshkovitz, Naftali Tishby |
| 2012 | ICML | Bounded Planning in Passive POMDPs. | Roy Fox, Naftali Tishby |
| 2009 | COLT | Homogeneous Multi-Instance Learning with Arbitrary Dependence. | Sivan Sabato, Naftali Tishby |
| 2009 | Interspeech | Information bottleneck based age verification. | Ron M. Hecht, Omer Hezroni, Amit Manna, Gil Dobry, Yaniv Zigel, Naftali Tishby |
| 2009 | Interspeech | Speaker recognition by Gaussian information bottleneck. | Ron M. Hecht, Elad Noor, Naftali Tishby |
| 2008 | ALT | Learning and Generalization with the Information Bottleneck. | Ohad Shamir, Sivan Sabato, Naftali Tishby |
| 2008 | COLT | Model Selection and Stability in k-means Clustering. | Ohad Shamir, Naftali Tishby |
| 2008 | ICML | Multi-classification by categorical features via clustering. | Yevgeny Seldin, Naftali Tishby |
| 2008 | ISAIM | Extracting Relevant Information from Samples. | Naftali Tishby |
| 2007 | ISIT | The Information Bottleneck Revisited or How to Choose a Good Distortion Measure. | Peter Harremos, Naftali Tishby |
| 2006 | AAAI | Embedding Heterogeneous Data Using Statistical Models. | Amir Globerson, Gal Chechik, Fernando Pereira, Naftali Tishby |
| 2006 | ISIT | Efficient representation as a design principle for neural coding and computation. | William Bialek, Robert R. de Ruyter van Steveninck, Naftali Tishby |
| 2005 | Interspeech | Extraction of relevant speech features using the information bottleneck method. | Ron M. Hecht, Naftali Tishby |
| 2004 | COLT | Bayes and Tukey Meet at the Center Point. | Ran Gilad-Bachrach, Amir Navot, Naftali Tishby |
| 2004 | ICML | Margin based feature selection - theory and algorithms. | Ran Gilad-Bachrach, Amir Navot, Naftali Tishby |
| 2004 | UAI | The Minimum Information Principle for Discriminative Learning. | Amir Globerson, Naftali Tishby |
| 2003 | ALT | Efficient Data Representations That Preserve Information. | Naftali Tishby |
| 2003 | COLT | An Information Theoretic Tradeoff between Complexity and Accuracy. | Ran Gilad-Bachrach, Amir Navot, Naftali Tishby |
| 2003 | DIS | Efficient Data Representations That Preserve Information. | Naftali Tishby |
| 2003 | UAI | Sufficient Dimensionality Reduction with Irrelevance Statistics. | Amir Globerson, Gal Chechik, Naftali Tishby |
| 2002 | AAAI | Most Informative Dimension Reduction. | Amir Globerson, Naftali Tishby |
| 2002 | ICML | Sufficient Dimensionality Reduction - A novel Analysis Method. | Amir Globerson, Naftali Tishby |
| 2002 | ICML | Discriminative Feature Selection via Multiclass Variable Memory Markov Model. | Noam Slonim, Gill Bejerano, Shai Fine, Naftali Tishby |
| 2002 | SIGIR | Unsupervised document classification using sequential information maximization. | Noam Slonim, Nir Friedman, Naftali Tishby |
| 2001 | ICML | Unsupervised Sequence Segmentation by a Mixture of Switching Variable Memory Markov Sources. | Yevgeny Seldin, Gill Bejerano, Naftali Tishby |
| 2001 | SIGIR | On Feature Distributional Clustering for Text Categorization. | Ron Bekkerman, Ran El-Yaniv, Yoad Winter, Naftali Tishby |
| 2001 | UAI | Multivariate Information Bottleneck. | Nir Friedman, Ori Mosenzon, Noam Slonim, Naftali Tishby |
| 2000 | COLT | Statistical Sufficiency for Classes in Empirical L | Shahar Mendelson, Naftali Tishby |
| 2000 | SIGIR | Document clustering using word clusters via the information bottleneck method. | Noam Slonim, Naftali Tishby |
| 1998 | ISMB | A Map of the Protein Space: An Automatic Hierarchical Classification of all Protein Sequences. | Golan Yona, Nathan Linial, Naftali Tishby, Michal Linial |
| 1997 | ICASSP | Analysis of sound textures in musical and machine sounds by means of higher order statistical features. | Shlomo Dubnov, Naftali Tishby |
| 1995 | COLT | On the Learnability and Usage of Acyclic Probabilistic Finite Automata. | Dana Ron, Yoram Singer, Naftali Tishby |
| 1994 | COLT | Rigorous Learning Curve Bounds from Statistical Mechanics. | David Haussler, H. Sebastian Seung, Michael J. Kearns, Naftali Tishby |
| 1994 | COLT | Learning Probabilistic Automata with Variable Memory Length. | Dana Ron, Yoram Singer, Naftali Tishby |
| 1994 | ECCV | Stability and Likelihood of Views of Three Dimensional Objects. | Daphna Weinshall, Michael Werman, Naftali Tishby |
| 1994 | ICPR | Acoustic spectral estimation using higher order statistics. | Shlomo Dubnov, Naftali Tishby |
| 1993 | ACL | Distributional Clustering of English Words. | Fernando C. N. Pereira, Naftali Tishby, Lillian Lee |
| 1993 | CVPR | Dynamical encoding of cursive handwriting. | Yoram Singer, Naftali Tishby |
| 1991 | COLT | Learning Curves in Large Neural Networks. | H. Sebastian Seung, Haim Sompolinsky, Naftali Tishby |
| 1990 | ICASSP | A dynamical systems approach to speech processing. | Naftali Tishby |
| 1989 | COLT | A Statistical Approach to Learning and Generalization in Layered Neural Networks. | Esther Levin, Naftali Tishby, Sara A. Solla |
| 1988 | ICASSP | Information theoretic factorization of speaker and language in hidden Markov models, with application to speaker recognition. | Naftali Tishby |