Adams, Ryan Prescott

9 publications

IJCAI 2015 Firefly Monte Carlo: Exact MCMC with Subsets of Data Dougal Maclaurin, Ryan Prescott Adams

UAI 2012 Fast Exact Inference for Recursive Cardinality Models Daniel Tarlow, Kevin Swersky, Richard S. Zemel, Ryan Prescott Adams, Brendan J. Frey

CVPR 2012 Learning Structural Element Patch Models with Hierarchical Palettes Jeroen Chua, Inmar E. Givoni, Ryan Prescott Adams, Brendan J. Frey

CVPR 2012 Revisiting Uncertainty in Graph Cut Solutions Daniel Tarlow, Ryan Prescott Adams

ICML 2012 Training Restricted Boltzmann Machines on Word Observations George E. Dahl, Ryan Prescott Adams, Hugo Larochelle

UAI 2010 Incorporating Side Information in Probabilistic Matrix Factorization with Gaussian Processes Ryan Prescott Adams, George E. Dahl, Iain Murray

ICML 2009 Archipelago: Nonparametric Bayesian Semi-Supervised Learning Ryan Prescott Adams, Zoubin Ghahramani

ICML 2009 Tractable Nonparametric Bayesian Inference in Poisson Processes with Gaussian Process Intensities Ryan Prescott Adams, Iain Murray, David J. C. MacKay

ICML 2008 Gaussian Process Product Models for Nonparametric Nonstationarity Ryan Prescott Adams, Oliver Stegle