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All publications by Amnon Shashua
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ShareBoost: Efficient multiclass learning with feature sharing
Shai Shalev-shwartz, Yonatan Wexler and Amnon Shashua
Advances in Neural Information Processing Systems 24, 2011


Nonnegative Sparse PCA
Ron Zass and Amnon Shashua
Advances in Neural Information Processing Systems 19, 2006


Doubly Stochastic Normalization for Spectral Clustering
Ron Zass and Amnon Shashua
Advances in Neural Information Processing Systems 19, 2006


Non-negative tensor factorization with applications to statistics and computer vision
Amnon Shashua and Tamir Hazan
Proceedings of the 22nd International Conference on Machine Learning (ICML-05), 2005


Feature Selection for Unsupervised and Supervised Inference: The Emergence of Sparsity in a Weight-Based Approach
Lior Wolf and Amnon Shashua
Journal of Machine Learning Research, 2005


Algebraic Set Kernels with Application to Inference Over Local Image Representations
Amnon Shashua and Tamir Hazan
Advances in Neural Information Processing Systems 17, 2004


Learning over Sets using Kernel Principal Angles
Lior Wolf and Amnon Shashua
Journal of Machine Learning Research, 2003


Ranking with Large Margin Principle: Two Approaches
Amnon Shashua and Anat Levin
Advances in Neural Information Processing Systems 15, 2002