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All publications by Gal Chechik
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Coordinate-descent for learning orthogonal matrices through Givens rotations
Uri Shalit and Gal Chechik
Proceedings of the 31st International Conference on Machine Learning (ICML-14), 2014


Modeling Musical Influence with Topic Models
Uri Shalit, Daphna Weinshall and Gal Chechik
Proceedings of the 30th International Conference on Machine Learning (ICML-13), 2013


Adaptive Regularization for Weight Matrices
Koby Crammer and Gal Chechik
Proceedings of the 29th International Conference on Machine Learning (ICML-12), 2012


Online Learning in The Manifold of Low-Rank Matrices
Uri Shalit, Daphna Weinshall and Gal Chechik
Advances in Neural Information Processing Systems 23, 2010


An Online Algorithm for Large Scale Image Similarity Learning
Gal Chechik, Uri Shalit, Varun Sharma and Samy Bengio
Advances in Neural Information Processing Systems 22, 2009


Max-margin Classification of Data with Absent Features
Gal Chechik, Geremy Heitz, Gal Elidan, Pieter Abbeel and Daphne Koller
Journal of Machine Learning Research, 2008


Euclidean Embedding of Co-occurrence Data
Amir Globerson, Gal Chechik, Fernando Pereira and Naftali Tishby
Journal of Machine Learning Research, 2007


Temporal and Cross-Subject Probabilistic Models for fMRI Prediction Tasks
Alexis Battle, Gal Chechik and Daphne Koller
Advances in Neural Information Processing Systems 19, 2006


Max-margin classification of incomplete data
Gal Chechik, Geremy Heitz, Gal Elidan, Pieter Abbeel and Daphne Koller
Advances in Neural Information Processing Systems 19, 2006


Information Bottleneck for Gaussian Variables
Gal Chechik, Amir Globerson, Naftali Tishby and Yair Weiss
Journal of Machine Learning Research, 2005


A needle in a haystack: local one-class optimization
Koby Crammer and Gal Chechik
Proceedings of the 21st International Conference on Machine Learning (ICML-04), 2004


Euclidean Embedding of Co-Occurrence Data
Amir Globerson, Gal Chechik, Fernando Pereira and Naftali Tishby
Advances in Neural Information Processing Systems 17, 2004


Discrete profile alignment via constrained information bottleneck
Sean O'rourke, Gal Chechik, Robin Friedman and Eleazar Eskin
Advances in Neural Information Processing Systems 17, 2004


Information Bottleneck for Gaussian Variables
Gal Chechik, Amir Globerson, Naftali Tishby and Yair Weiss
Advances in Neural Information Processing Systems 16, 2003


Extracting Relevant Structures with Side Information
Gal Chechik and Naftali Tishby
Advances in Neural Information Processing Systems 15, 2002


Group Redundancy Measures Reveal Redundancy Reduction in the Auditory Pathway
Gal Chechik, Amir Globerson, M. J. Anderson, E. D. Young, Israel Nelken and Naftali Tishby
Advances in Neural Information Processing Systems 14, 2001