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Gal Chechik: [Publications] [Author Rank by year] [Co-authors] [Prefers] [Cites] [Cited by]

Publications of Author

  1. Amir Globerson, Gal Chechik, Fernando Pereira, Naftali Tishby
    Embedding Heterogeneous Data Using Statistical Models. [Citation Graph (0, 0)][DBLP]
    AAAI, 2006, pp:- [Conf]
  2. Hezi Avraham, Gal Chechik, Eytan Ruppin
    Are There Representations in Embodied Evolved Agents? Taking Measures. [Citation Graph (0, 0)][DBLP]
    ECAL, 2003, pp:743-752 [Conf]
  3. Koby Crammer, Gal Chechik
    A needle in a haystack: local one-class optimization. [Citation Graph (0, 0)][DBLP]
    ICML, 2004, pp:- [Conf]
  4. 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]
  5. Gal Chechik, Amir Globerson, Naftali Tishby, Yair Weiss
    Information Bottleneck for Gaussian Variables. [Citation Graph (0, 0)][DBLP]
    NIPS, 2003, pp:- [Conf]
  6. Gal Chechik, Isaac Meilijson, Eytan Ruppin
    Neuronal Regulation Implements Efficient Synaptic Pruning. [Citation Graph (0, 0)][DBLP]
    NIPS, 1998, pp:97-103 [Conf]
  7. Gal Chechik, Isaac Meilijson, Eytan Ruppin
    Effective Learning Requires Neuronal Remodeling of Hebbian Synapses. [Citation Graph (0, 0)][DBLP]
    NIPS, 1999, pp:96-102 [Conf]
  8. Gal Chechik, Naftali Tishby
    Temporally Dependent Plasticity: An Information Theoretic Account. [Citation Graph (0, 0)][DBLP]
    NIPS, 2000, pp:110-116 [Conf]
  9. Gal Chechik, Naftali Tishby
    Extracting Relevant Structures with Side Information. [Citation Graph (0, 0)][DBLP]
    NIPS, 2002, pp:857-864 [Conf]
  10. Amir Globerson, Gal Chechik, Fernando C. Pereira, Naftali Tishby
    Euclidean Embedding of Co-Occurrence Data. [Citation Graph (0, 0)][DBLP]
    NIPS, 2004, pp:- [Conf]
  11. Sean O'Rourke, Gal Chechik, Robin Friedman, Eleazar Eskin
    Discrete profile alignment via constrained information bottleneck. [Citation Graph (0, 0)][DBLP]
    NIPS, 2004, pp:- [Conf]
  12. Amir Globerson, Gal Chechik, Naftali Tishby
    Sufficient Dimensionality Reduction with Irrelevance Statistics. [Citation Graph (0, 0)][DBLP]
    UAI, 2003, pp:281-288 [Conf]
  13. Gal Chechik
    Spike timing dependent plasticity and mutual information in spiking neurons. [Citation Graph (0, 0)][DBLP]
    Neurocomputing, 2001, v:38, n:, pp:147-152 [Journal]
  14. Gal Chechik, Isaac Meilijson, Eytan Ruppin
    Neuronal normalization provides effective learning through ineffective synaptic learning rules. [Citation Graph (0, 0)][DBLP]
    Neurocomputing, 2000, v:32, n:, pp:345-351 [Journal]
  15. Gal Chechik, Isaac Meilijson, Eytan Ruppin
    Neuronal regulation: A biologically plausible mechanism for efficient synaptic pruning in development. [Citation Graph (0, 0)][DBLP]
    Neurocomputing, 1999, v:26, n:, pp:633-639 [Journal]
  16. 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]
  17. Gal Chechik
    Spike-Timing-Dependent Plasticity and Relevant Mutual Information Maximization. [Citation Graph (0, 0)][DBLP]
    Neural Computation, 2003, v:15, n:7, pp:1481-1510 [Journal]
  18. Gal Chechik, Isaac Meilijson, Eytan Ruppin
    Effective Neuronal Learning with Ineffective Hebbian Learning Rules. [Citation Graph (0, 0)][DBLP]
    Neural Computation, 2001, v:13, n:4, pp:817-840 [Journal]
  19. Gal Chechik, Isaac Meilijson, Eytan Ruppin
    Synaptic Pruning In Development: A Computational Account. [Citation Graph (0, 0)][DBLP]
    Neural Computation, 1998, v:10, n:7, pp:1759-1777 [Journal]
  20. Gal Chechik, Isaac Meilijson, Eytan Ruppin
    Neuronal Regulation: A Mechanism for Synaptic Pruning During Brain Maturation. [Citation Graph (0, 0)][DBLP]
    Neural Computation, 1999, v:11, n:8, pp:2061-2080 [Journal]
  21. Alexis Battle, Gal Chechik, Daphne Koller
    Temporal and Cross-Subject Probabilistic Models for fMRI Prediction Tasks. [Citation Graph (0, 0)][DBLP]
    NIPS, 2006, pp:121-128 [Conf]
  22. Gal Chechik, Geremy Heitz, Gal Elidan, Pieter Abbeel, Daphne Koller
    Max-margin classification of incomplete data. [Citation Graph (0, 0)][DBLP]
    NIPS, 2006, pp:233-240 [Conf]

  23. Large Scale Online Learning of Image Similarity through Ranking. [Citation Graph (, )][DBLP]


  24. Large-scale content-based audio retrieval from text queries. [Citation Graph (, )][DBLP]


  25. NIPS workshop on New Problems and Methods in Computational Biology. [Citation Graph (, )][DBLP]


  26. Discrete profile comparison using information bottleneck. [Citation Graph (, )][DBLP]


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