NIPS Proceedingsβ

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)