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All publications by Benjamin M. Marlin
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A Stick-Breaking Likelihood for Categorical Data Analysis with Latent Gaussian Models
Mohammad E. Khan, Shakir Mohamed, Benjamin M. Marlin and Kevin P. Murphy
Proceedings of the Fifteenth International Conference on Artificial Intelligence and Statistics (AISTATS-12), 2012


On Autoencoders and Score Matching for Energy Based Models
Kevin Swersky, Marc'aurelio Ranzato, David Buchman, Nando D. Freitas and Benjamin M. Marlin
Proceedings of the 28th International Conference on Machine Learning (ICML-11), 2011


Variational bounds for mixed-data factor analysis
Mohammad E. Khan, Guillaume Bouchard, Kevin P. Murphy and Benjamin M. Marlin
Advances in Neural Information Processing Systems 23, 2010


Inductive Principles for Restricted Boltzmann Machine Learning
Benjamin M. Marlin, Kevin Swersky, Bo Chen and Nando D. Freitas
Proceedings of the Thirteenth International Conference on Artificial Intelligence and Statistics (AISTATS-10), 2010


Sparse Gaussian graphical models with unknown block structure
Benjamin M. Marlin and Kevin P. Murphy
Proceedings of the 26th International Conference on Machine Learning (ICML-09), 2009


Accelerating Bayesian Structural Inference for Non-Decomposable Gaussian Graphical Models
Baback Moghaddam, Emtiyaz Khan, Kevin P. Murphy and Benjamin M. Marlin
Advances in Neural Information Processing Systems 22, 2009


The multiple multiplicative factor model for collaborative filtering
Benjamin M. Marlin and Richard S. Zemel
Proceedings of the 21st International Conference on Machine Learning (ICML-04), 2004


Modeling User Rating Profiles For Collaborative Filtering
Benjamin M. Marlin
Advances in Neural Information Processing Systems 16, 2003