Naftali Tishby

Naftali Tishby

26 Papers

Tight Sample Complexity of Large-Margin Learning (2010)

On the Reliability of Clustering Stability in the Large Sample Regime (2008)

Cluster Stability for Finite Samples (2007)

Information Bottleneck for Non Co-Occurrence Data (2006)

Generalization in Clustering with Unobserved Features (2005)

Nearest Neighbor Based Feature Selection for Regression and its Application to Neural Activity (2005)

Query by Committee Made Real (2005)

Euclidean Embedding of Co-Occurrence Data (2004)

Information Bottleneck for Gaussian Variables (2003)

Extracting Relevant Structures with Side Information (2002)

Margin Analysis of the LVQ Algorithm (2002)

Agglomerative Multivariate Information Bottleneck (2001)

Group Redundancy Measures Reveal Redundancy Reduction in the Auditory Pathway (2001)

Data Clustering by Markovian Relaxation and the Information Bottleneck Method (2000)

Temporally Dependent Plasticity: An Information Theoretic Account (2000)

Universality and Individuality in a Neural Code (2000)

Agglomerative Information Bottleneck (1999)

Information Capacity and Robustness of Stochastic Neuron Models (1999)

Multi-Electrode Spike Sorting by Clustering Transfer Functions (1998)

Synergy and Redundancy among Brain Cells of Behaving Monkeys (1998)

Agnostic Classification of Markovian Sequences (1997)

Decoding Cursive Scripts (1993)

The Power of Amnesia (1993)

The Statistical Mechanics of k-Satisfaction (1993)

Information, Prediction, and Query by Committee (1992)

Statistical Modeling of Cell Assemblies Activities in Associative Cortex of Behaving Monkeys (1992)