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All publications by Brendan J. Frey
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Learning Wake-Sleep Recurrent Attention Models
Jimmy Ba, Ruslan R. Salakhutdinov, Roger B. Grosse and Brendan J. Frey
Advances in Neural Information Processing Systems 28, 2015


Winner-Take-All Autoencoders
Alireza Makhzani and Brendan J. Frey
Advances in Neural Information Processing Systems 28, 2015


Probabilistic n-Choose-k Models for Classification and Ranking
Kevin Swersky, Brendan J. Frey, Daniel Tarlow, Richard S. Zemel and Ryan P. Adams
Advances in Neural Information Processing Systems 25, 2012


Solving the Uncapacitated Facility Location Problem Using Message Passing Algorithms
Nevena Lazic, Brendan J. Frey and Parham Aarabi
Proceedings of the Thirteenth International Conference on Artificial Intelligence and Statistics (AISTATS-10), 2010


Semi-Supervised Affinity Propagation with Instance-Level Constraints
Inmar E. Givoni and Brendan J. Frey
Proceedings of the Twelfth International Conference on Artificial Intelligence and Statistics (AISTATS-09), 2009


Structured ranking learning using cumulative distribution networks
Jim C. Huang and Brendan J. Frey
Advances in Neural Information Processing Systems 21, 2008


Using ``epitomes'' to model genetic diversity: Rational design of HIV vaccine cocktails
Nebojsa Jojic, Vladimir Jojic, Christopher Meek, David Heckerman and Brendan J. Frey
Advances in Neural Information Processing Systems 18, 2005


Learning to cluster using local neighborhood structure
RĂ³mer Rosales, Kannan Achan and Brendan J. Frey
Proceedings of the 21st International Conference on Machine Learning (ICML-04), 2004


Probabilistic Inference of Alternative Splicing Events in Microarray Data
Ofer Shai, Brendan J. Frey, Quaid D. Morris, Qun Pan, Christine Misquitta and Benjamin J. Blencowe
Advances in Neural Information Processing Systems 17, 2004


Probabilistic Inference of Speech Signals from Phaseless Spectrograms
Kannan Achan, Sam T. Roweis and Brendan J. Frey
Advances in Neural Information Processing Systems 16, 2003


Denoising and Untangling Graphs Using Degree Priors
Quaid D. Morris and Brendan J. Frey
Advances in Neural Information Processing Systems 16, 2003


Fast Transformation-Invariant Factor Analysis
Anitha Kannan, Nebojsa Jojic and Brendan J. Frey
Advances in Neural Information Processing Systems 15, 2002


ALGONQUIN - Learning Dynamic Noise Models From Noisy Speech for Robust Speech Recognition
Brendan J. Frey, Trausti T. Kristjansson, Li Deng and Alex Acero
Advances in Neural Information Processing Systems 14, 2001


Product Analysis: Learning to Model Observations as Products of Hidden Variables
Brendan J. Frey, Anitha Kannan and Nebojsa Jojic
Advances in Neural Information Processing Systems 14, 2001


Very loopy belief propagation for unwrapping phase images
Brendan J. Frey, Ralf Koetter and Nemanja Petrovic
Advances in Neural Information Processing Systems 14, 2001


Fast, Large-Scale Transformation-Invariant Clustering
Brendan J. Frey and Nebojsa Jojic
Advances in Neural Information Processing Systems 14, 2001