Naftali Tishby

Proceedings of the Twelfth International Conference on Artificial Intelligence and Statistics, 2009

Speaker recognition by Gaussian information bottleneck.

[BibT_eX]

[DOI]

Ron M. Hecht

Elad Noor

Proceedings of the 10th Annual Conference of the International Speech Communication Association, 2009

Information bottleneck based age verification.

[BibT_eX]

[DOI]

Proceedings of the 10th Annual Conference of the International Speech Communication Association, 2009

Homogeneous Multi-Instance Learning with Arbitrary Dependence.

[BibT_eX]

[DOI]

Sivan Sabato

Proceedings of the COLT 2009, 2009

2008

Generalization from Observed to Unobserved Features by Clustering.

[BibT_eX]

[DOI]

Eyal Krupka

J. Mach. Learn. Res., 2008

On the Reliability of Clustering Stability in the Large Sample Regime.

[BibT_eX]

[DOI]

Ohad Shamir

Proceedings of the Advances in Neural Information Processing Systems 21, 2008

Extracting Relevant Information from Samples.

[BibT_eX]

[DOI]

Proceedings of the International Symposium on Artificial Intelligence and Mathematics, 2008

Multi-classification by categorical features via clustering.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning, 2008

Model Selection and Stability in k-means Clustering.

[BibT_eX]

[DOI]

Ohad Shamir

Proceedings of the 21st Annual Conference on Learning Theory, 2008

2007

ProMateus - an open research approach to protein-binding sites analysis.

[BibT_eX]

[DOI]

Nucleic Acids Res., 2007

Incorporating Prior Knowledge on Features into Learning.

[BibT_eX]

[DOI]

Eyal Krupka

Proceedings of the Eleventh International Conference on Artificial Intelligence and Statistics, 2007

Euclidean Embedding of Co-occurrence Data.

[BibT_eX]

[DOI]

J. Mach. Learn. Res., 2007

Cluster Stability for Finite Samples.

[BibT_eX]

[DOI]

Ohad Shamir

Proceedings of the Advances in Neural Information Processing Systems 20, 2007

The Information Bottleneck Revisited or How to Choose a Good Distortion Measure.

[BibT_eX]

[DOI]

Peter Harremoës

Proceedings of the IEEE International Symposium on Information Theory, 2007

2006

Multivariate Information Bottleneck.

[BibT_eX]

[DOI]

Neural Comput., 2006

Information Bottleneck for Non Co-Occurrence Data.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 19, 2006

Efficient representation as a design principle for neural coding and computation.

[BibT_eX]

[DOI]

Robert R. de Ruyter van Steveninck

Proceedings of the Proceedings 2006 IEEE International Symposium on Information Theory, 2006

Embedding Heterogeneous Data Using Statistical Models.

[BibT_eX]

[DOI]

Proceedings of the Proceedings, 2006

Large Margin Principles for Feature Selection.

[BibT_eX]

[DOI]

Proceedings of the Feature Extraction - Foundations and Applications, 2006

2005

Information Bottleneck for Gaussian Variables.

[BibT_eX]

[DOI]

J. Mach. Learn. Res., 2005

Is Feature Selection Still Necessary?

[BibT_eX]

[DOI]

Proceedings of the Subspace, 2005

Nearest Neighbor Based Feature Selection for Regression and its Application to Neural Activity.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 18 [Neural Information Processing Systems, 2005

Generalization in Clustering with Unobserved Features.

[BibT_eX]

[DOI]

Eyal Krupka

Proceedings of the Advances in Neural Information Processing Systems 18 [Neural Information Processing Systems, 2005

Query by Committee Made Real.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 18 [Neural Information Processing Systems, 2005

Extraction of relevant speech features using the information bottleneck method.

[BibT_eX]

[DOI]

Ron M. Hecht

Proceedings of the 9th European Conference on Speech Communication and Technology, 2005

2004

Stochastic computing with biomolecular automata.

[BibT_eX]

[DOI]

Proc. Natl. Acad. Sci. USA, 2004

Efficient Exact p-Value Computation for Small Sample, Sparse, and Surprising Categorical Data.

[BibT_eX]

[DOI]

Gill Bejerano

J. Comput. Biol., 2004

The Minimum Information Principle for Discriminative Learning.

[BibT_eX]

[DOI]

Proceedings of the UAI '04, 2004

Margin based feature selection - theory and algorithms.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning, 2004

Bayes and Tukey Meet at the Center Point.

[BibT_eX]

[DOI]

Proceedings of the Learning Theory, 17th Annual Conference on Learning Theory, 2004

2003

Sufficient Dimensionality Reduction.

[BibT_eX]

[DOI]

J. Mach. Learn. Res., 2003

Distributional Word Clusters vs. Words for Text Categorization.

[BibT_eX]

[DOI]

J. Mach. Learn. Res., 2003

Discriminative Feature Selection via Multiclass Variable Memory Markov Model.

[BibT_eX]

[DOI]

EURASIP J. Adv. Signal Process., 2003

Sufficient Dimensionality Reduction with Irrelevance Statistics.

[BibT_eX]

[DOI]

Gal Chechik

Proceedings of the UAI '03, 2003

An Information Theoretic Tradeoff between Complexity and Accuracy.

[BibT_eX]

[DOI]

Proceedings of the Computational Learning Theory and Kernel Machines, 2003

Efficient Data Representations That Preserve Information.

[BibT_eX]

[DOI]

Proceedings of the Algorithmic Learning Theory, 14th International Conference, 2003

2002

A New Nonparametric Pairwise Clustering Algorithm Based on Iterative Estimation of Distance Profiles.

[BibT_eX]

[DOI]

Mach. Learn., 2002

Unsupervised document classification using sequential information maximization.

[BibT_eX]

[DOI]

Proceedings of the SIGIR 2002: Proceedings of the 25th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2002

Margin Analysis of the LVQ Algorithm.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 15 [Neural Information Processing Systems, 2002

Extracting Relevant Structures with Side Information.

[BibT_eX]

[DOI]

Gal Chechik

Proceedings of the Advances in Neural Information Processing Systems 15 [Neural Information Processing Systems, 2002

Sufficient Dimensionality Reduction - A novel Analysis Method.

[BibT_eX]

Proceedings of the Machine Learning, 2002

Most Informative Dimension Reduction.

[BibT_eX]

[DOI]

Proceedings of the Eighteenth National Conference on Artificial Intelligence and Fourteenth Conference on Innovative Applications of Artificial Intelligence, July 28, 2002

2001

Spotting Neural Spike Patterns Using an Adversary Background Model.

[BibT_eX]

[DOI]

Itay Gat

Neural Comput., 2001

Predictability, Complexity, and Learning.

[BibT_eX]

[DOI]

Ilya Nemenman

Neural Comput., 2001

Markovian domain fingerprinting: statistical segmentation of protein sequences.

[BibT_eX]

[DOI]

Bioinform., 2001

Multivariate Information Bottleneck.

[BibT_eX]

[DOI]

Proceedings of the UAI '01: Proceedings of the 17th Conference in Uncertainty in Artificial Intelligence, 2001

On Feature Distributional Clustering for Text Categorization.

[BibT_eX]

[DOI]

Proceedings of the SIGIR 2001: Proceedings of the 24th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2001

Agglomerative Multivariate Information Bottleneck.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 14 [Neural Information Processing Systems: Natural and Synthetic, 2001

Group Redundancy Measures Reveal Redundancy Reduction in the Auditory Pathway.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 14 [Neural Information Processing Systems: Natural and Synthetic, 2001

Unsupervised Sequence Segmentation by a Mixture of Switching Variable Memory Markov Sources.

[BibT_eX]

Gill Bejerano

Proceedings of the Eighteenth International Conference on Machine Learning (ICML 2001), Williams College, Williamstown, MA, USA, June 28, 2001

2000

The information bottleneck method

[BibT_eX]

[DOI]

Fernando C. N. Pereira

CoRR, 2000

Document clustering using word clusters via the information bottleneck method.

[BibT_eX]

[DOI]

Proceedings of the SIGIR 2000: Proceedings of the 23rd Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2000

Data Clustering by Markovian Relaxation and the Information Bottleneck Method.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 13, 2000

Universality and Individuality in a Neural Code.

[BibT_eX]

[DOI]

Elad Schneidman

Naama Brenner

Robert R. de Ruyter van Steveninck

Proceedings of the Advances in Neural Information Processing Systems 13, 2000

Temporally Dependent Plasticity: An Information Theoretic Account.

[BibT_eX]

[DOI]

Gal Chechik

Proceedings of the Advances in Neural Information Processing Systems 13, 2000

Statistical Sufficiency for Classes in Empirical L<sub>2</sub> Spaces.

[BibT_eX]

Shahar Mendelson

Proceedings of the Thirteenth Annual Conference on Computational Learning Theory (COLT 2000), June 28, 2000

1999

Agglomerative Information Bottleneck.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 12, [NIPS Conference, Denver, Colorado, USA, November 29, 1999

Information Capacity and Robustness of Stochastic Neuron Models.

[BibT_eX]

[DOI]

Elad Schneidman

Idan Segev

Proceedings of the Advances in Neural Information Processing Systems 12, [NIPS Conference, Denver, Colorado, USA, November 29, 1999

1998

The Hierarchical Hidden Markov Model: Analysis and Applications.

[BibT_eX]

[DOI]

Shai Fine

Mach. Learn., 1998

On the Learnability and Usage of Acyclic Probabilistic Finite Automata.

[BibT_eX]

[DOI]

J. Comput. Syst. Sci., 1998

WebSuite: A Tool Suite for Harnessing Web Data.

[BibT_eX]

[DOI]

Proceedings of the World Wide Web and Databases, 1998

Multi-Electrode Spike Sorting by Clustering Transfer Functions.

[BibT_eX]

[DOI]

Dmitry Rinberg

Hanan Davidowitz

Proceedings of the Advances in Neural Information Processing Systems 11, [NIPS Conference, Denver, Colorado, USA, November 30, 1998

Synergy and Redundancy among Brain Cells of Behaving Monkeys.

[BibT_eX]

[DOI]

Itay Gat

Proceedings of the Advances in Neural Information Processing Systems 11, [NIPS Conference, Denver, Colorado, USA, November 30, 1998

A Map of the Protein Space: An Automatic Hierarchical Classification of all Protein Sequences.

[BibT_eX]

[DOI]

Proceedings of the 6th International Conference on Intelligent Systems for Molecular Biology (ISMB-98), Montréal, Québec, Canada, June 28, 1998

1997

Selective Sampling Using the Query by Committee Algorithm.

[BibT_eX]

[DOI]

Mach. Learn., 1997

Agnostic Classification of Markovian Sequences.

[BibT_eX]

[DOI]

Ran El-Yaniv

Shai Fine

Proceedings of the Advances in Neural Information Processing Systems 10, 1997

Analysis of sound textures in musical and machine sounds by means of higher order statistical features.

[BibT_eX]

[DOI]

Proceedings of the 1997 IEEE International Conference on Acoustics, 1997

1996

The Power of Amnesia: Learning Probabilistic Automata with Variable Memory Length.

[BibT_eX]

[DOI]

Mach. Learn., 1996

Rigorous Learning Curve Bounds from Statistical Mechanics.

[BibT_eX]

[DOI]

Mach. Learn., 1996

Influence of Frequency Modulating Jitter on Higher Order Moments of Sound Residual with Applications to Synthesis and Classification.

[BibT_eX]

[DOI]

Dalia Cohen

Proceedings of the 1996 International Computer Music Conference, 1996

1995

Clustering Musical Sounds Using Polyspectral Distance Measures.

[BibT_eX]

[DOI]

Proceedings of the 1995 International Computer Music Conference, 1995

Beyond Word N-Grams.

[BibT_eX]

[DOI]

Fernando Pereira

Proceedings of the Third Workshop on Very Large Corpora, 1995

1994

Algebraic learning of statistical associations for language acquisition.

[BibT_eX]

[DOI]

Allen L. Gorin

Comput. Speech Lang., 1994

Dynamical encoding of cursive handwriting.

[BibT_eX]

[DOI]

Biol. Cybern., 1994

Acoustic spectral estimation using higher order statistics.

[BibT_eX]

[DOI]

Proceedings of the 12th IAPR International Conference on Pattern Recognition, 1994

Stability and Likelihood of Views of Three Dimensional Objects.

[BibT_eX]

[DOI]

Daphna Weinshall

Michael Werman

Proceedings of the Computer Vision, 1994

Learning Probabilistic Automata with Variable Memory Length.

[BibT_eX]

[DOI]

Proceedings of the Seventh Annual ACM Conference on Computational Learning Theory, 1994

1993

Decoding Cursive Scripts.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 6, 1993

The Power of Amnesia.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 6, 1993

The Statistical Mechanics of k-Satisfaction.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 6, 1993

Distributional Clustering of English Words.

[BibT_eX]

[DOI]

Fernando C. N. Pereira

Lillian Lee

Proceedings of the 31st Annual Meeting of the Association for Computational Linguistics, 1993

1992

Statistical Modeling of Cell Assemblies Activities in Associative Cortex of Behaving Monkeys.

[BibT_eX]

[DOI]

Itay Gat

Proceedings of the Advances in Neural Information Processing Systems 5, [NIPS Conference, Denver, Colorado, USA, November 30, 1992

Information, Prediction, and Query by Committee.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 5, [NIPS Conference, Denver, Colorado, USA, November 30, 1992

1991

Learning Curves in Large Neural Networks.

[BibT_eX]

[DOI]

H. Sebastian Seung

Haim Sompolinsky

Proceedings of the Fourth Annual Workshop on Computational Learning Theory, 1991

1990

A statistical approach to learning and generalization in layered neural networks.

[BibT_eX]

[DOI]

Esther Levin

Sara A. Solla

Proc. IEEE, 1990

A dynamical systems approach to speech processing.

[BibT_eX]

[DOI]

Proceedings of the 1990 International Conference on Acoustics, 1990

1988

Nonlinear dynamical modeling of speech using neural networks.

[BibT_eX]

[DOI]

Neural Networks, 1988

Information theoretic factorization of speaker and language in hidden Markov models, with application to speaker recognition.

[BibT_eX]

[DOI]