| * | 2009 |
| 27 | EE | Gal Chechik,
Varun Sharma,
Uri Shalit,
Samy Bengio:
Large Scale Online Learning of Image Similarity through Ranking.
IbPRIA 2009: 11-14 |
| 2008 |
| 26 | EE | Gal Chechik,
Eugene Ie,
Martin Rehn,
Samy Bengio,
Dick Lyon:
Large-scale content-based audio retrieval from text queries.
Multimedia Information Retrieval 2008: 105-112 |
| 2007 |
| 25 | EE | Gal Chechik,
Christina S. Leslie,
William Stafford Noble,
Gunnar Rätsch,
Quaid Morris,
Koji Tsuda:
NIPS workshop on New Problems and Methods in Computational Biology.
BMC Bioinformatics 8(S-10): (2007) |
| 2006 |
| 24 | | Amir Globerson,
Gal Chechik,
Fernando Pereira,
Naftali Tishby:
Embedding Heterogeneous Data Using Statistical Models.
AAAI 2006 |
| 23 | EE | Alexis Battle,
Gal Chechik,
Daphne Koller:
Temporal and Cross-Subject Probabilistic Models for fMRI Prediction Tasks.
NIPS 2006: 121-128 |
| 22 | EE | Gal Chechik,
Geremy Heitz,
Gal Elidan,
Pieter Abbeel,
Daphne Koller:
Max-margin classification of incomplete data.
NIPS 2006: 233-240 |
| 21 | EE | Sean O'Rourke,
Gal Chechik,
Robin Friedman,
Eleazar Eskin:
Discrete profile comparison using information bottleneck.
BMC Bioinformatics 7(S-1): (2006) |
| 2005 |
| 20 | EE | Israel Nelken,
Gal Chechik,
Thomas D. Mrsic-Flogel,
Andrew J. King,
Jan W. H. Schnupp:
Encoding Stimulus Information by Spike Numbers and Mean Response Time in Primary Auditory Cortex.
Journal of Computational Neuroscience 19(2): 199-221 (2005) |
| 19 | EE | Gal Chechik,
Amir Globerson,
Naftali Tishby,
Yair Weiss:
Information Bottleneck for Gaussian Variables.
Journal of Machine Learning Research 6: 165-188 (2005) |
| 2004 |
| 18 | EE | Koby Crammer,
Gal Chechik:
A needle in a haystack: local one-class optimization.
ICML 2004 |
| 17 | EE | Sean O'Rourke,
Gal Chechik,
Robin Friedman,
Eleazar Eskin:
Discrete profile alignment via constrained information bottleneck.
NIPS 2004 |
| 16 | EE | Amir Globerson,
Gal Chechik,
Fernando C. Pereira,
Naftali Tishby:
Euclidean Embedding of Co-Occurrence Data.
NIPS 2004 |
| 2003 |
| 15 | EE | Hezi Avraham,
Gal Chechik,
Eytan Ruppin:
Are There Representations in Embodied Evolved Agents? Taking Measures.
ECAL 2003: 743-752 |
| 14 | EE | Gal Chechik,
Amir Globerson,
Naftali Tishby,
Yair Weiss:
Information Bottleneck for Gaussian Variables.
NIPS 2003 |
| 13 | | Amir Globerson,
Gal Chechik,
Naftali Tishby:
Sufficient Dimensionality Reduction with Irrelevance Statistics.
UAI 2003: 281-288 |
| 12 | EE | Gal Chechik:
Spike-Timing-Dependent Plasticity and Relevant Mutual Information Maximization.
Neural Computation 15(7): 1481-1510 (2003) |
| 2002 |
| 11 | EE | Gal Chechik,
Naftali Tishby:
Extracting Relevant Structures with Side Information.
NIPS 2002: 857-864 |
| 2001 |
| 10 | EE | Gal Chechik,
Amir Globerson,
M. J. Anderson,
E. D. Young,
Israel Nelken,
Naftali Tishby:
Group Redundancy Measures Reveal Redundancy Reduction in the Auditory Pathway.
NIPS 2001: 173-180 |
| 9 | | Gal Chechik,
Isaac Meilijson,
Eytan Ruppin:
Effective Neuronal Learning with Ineffective Hebbian Learning Rules.
Neural Computation 13(4): 817-840 (2001) |
| 8 | EE | Gal Chechik:
Spike timing dependent plasticity and mutual information in spiking neurons.
Neurocomputing 38-40: 147-152 (2001) |
| 2000 |
| 7 | | Gal Chechik,
Naftali Tishby:
Temporally Dependent Plasticity: An Information Theoretic Account.
NIPS 2000: 110-116 |
| 6 | EE | Gal Chechik,
Isaac Meilijson,
Eytan Ruppin:
Neuronal normalization provides effective learning through ineffective synaptic learning rules.
Neurocomputing 32-33: 345-351 (2000) |
| 1999 |
| 5 | EE | Gal Chechik,
Isaac Meilijson,
Eytan Ruppin:
Effective Learning Requires Neuronal Remodeling of Hebbian Synapses.
NIPS 1999: 96-102 |
| 4 | | Gal Chechik,
Isaac Meilijson,
Eytan Ruppin:
Neuronal Regulation: A Mechanism for Synaptic Pruning During Brain Maturation.
Neural Computation 11(8): 2061-2080 (1999) |
| 3 | EE | Gal Chechik,
Isaac Meilijson,
Eytan Ruppin:
Neuronal regulation: A biologically plausible mechanism for efficient synaptic pruning in development.
Neurocomputing 26-27: 633-639 (1999) |
| 1998 |
| 2 | EE | Gal Chechik,
Isaac Meilijson,
Eytan Ruppin:
Neuronal Regulation Implements Efficient Synaptic Pruning.
NIPS 1998: 97-103 |
| 1 | | Gal Chechik,
Isaac Meilijson,
Eytan Ruppin:
Synaptic Pruning In Development: A Computational Account.
Neural Computation 10(7): 1759-1777 (1998) |