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All publications by Yair Weiss
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The Return of the Gating Network: Combining Generative Models and Discriminative Training in Natural Image Priors
Dan Rosenbaum and Yair Weiss
Advances in Neural Information Processing Systems 28, 2015


Learning the Local Statistics of Optical Flow
Dan Rosenbaum, Daniel Zoran and Yair Weiss
Advances in Neural Information Processing Systems 26, 2013


"Natural Images, Gaussian Mixtures and Dead Leaves"
Daniel Zoran and Yair Weiss
Advances in Neural Information Processing Systems 25, 2012


Learning about Canonical Views from Internet Image Collections
Elad Mezuman and Yair Weiss
Advances in Neural Information Processing Systems 25, 2012


Globally Optimizing Graph Partitioning Problems Using Message Passing
Elad Mezuman and Yair Weiss
Proceedings of the Fifteenth International Conference on Artificial Intelligence and Statistics (AISTATS-12), 2012


The "tree-dependent components" of natural scenes are edge filters
Daniel Zoran and Yair Weiss
Advances in Neural Information Processing Systems 22, 2009


Semi-Supervised Learning in Gigantic Image Collections
Rob Fergus, Yair Weiss and Antonio Torralba
Advances in Neural Information Processing Systems 22, 2009


Spectral Hashing
Yair Weiss, Antonio Torralba and Rob Fergus
Advances in Neural Information Processing Systems 21, 2008


Hidden Topic Markov Models
Amit Gruber, Yair Weiss and Michal Rosen-zvi
Proceedings of the Eleventh International Conference on Artificial Intelligence and Statistics (AISTATS-07), 2007


Generalized spectral bounds for sparse LDA
Baback Moghaddam, Yair Weiss and Shai Avidan
Proceedings of the 23th International Conference on Machine Learning (ICML-06), 2006


Linear Programming Relaxations and Belief Propagation - An Empirical Study
Chen Yanover, Talya Meltzer and Yair Weiss
Journal of Machine Learning Research, 2006


Spectral Bounds for Sparse PCA: Exact and Greedy Algorithms
Baback Moghaddam, Yair Weiss and Shai Avidan
Advances in Neural Information Processing Systems 18, 2005


Noise and the two-thirds power Law
Uri Maoz, Elon Portugaly, Tamar Flash and Yair Weiss
Advances in Neural Information Processing Systems 18, 2005


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


Factorization with Uncertainty and Missing Data: Exploiting Temporal Coherence
Amit Gruber and Yair Weiss
Advances in Neural Information Processing Systems 16, 2003


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


Finding the M Most Probable Configurations in Arbitrary Graphical Models
Chen Yanover and Yair Weiss
Advances in Neural Information Processing Systems 16, 2003


Pairwise Clustering and Graphical Models
Noam Shental, Assaf Zomet, Tomer Hertz and Yair Weiss
Advances in Neural Information Processing Systems 16, 2003


Learning to Perceive Transparency from the Statistics of Natural Scenes
Anat Levin, Assaf Zomet and Yair Weiss
Advances in Neural Information Processing Systems 15, 2002


Maximum Likelihood and the Information Bottleneck
Noam Slonim and Yair Weiss
Advances in Neural Information Processing Systems 15, 2002


Approximate Inference and Protein-Folding
Chen Yanover and Yair Weiss
Advances in Neural Information Processing Systems 15, 2002


On Spectral Clustering: Analysis and an algorithm
Andrew Y. Ng, Michael I. Jordan and Yair Weiss
Advances in Neural Information Processing Systems 14, 2001