| 2015 | IJCAI | Firefly Monte Carlo: Exact MCMC with Subsets of Data. | Dougal Maclaurin, Ryan Prescott Adams |
| 2013 | ICML | Gaussian Process Kernels for Pattern Discovery and Extrapolation. | Andrew Gordon Wilson, Ryan Prescott Adams |
| 2012 | CVPR | Learning structural element patch models with hierarchical palettes. | Jeroen Chua, Inmar E. Givoni, Ryan Prescott Adams, Brendan J. Frey |
| 2012 | CVPR | Revisiting uncertainty in graph cut solutions. | Daniel Tarlow, Ryan Prescott Adams |
| 2012 | ICML | Training Restricted Boltzmann Machines on Word Observations. | George E. Dahl, Ryan Prescott Adams, Hugo Larochelle |
| 2012 | UAI | Fast Exact Inference for Recursive Cardinality Models. | Daniel Tarlow, Kevin Swersky, Richard S. Zemel, Ryan Prescott Adams, Brendan J. Frey |
| 2010 | UAI | Incorporating Side Information in Probabilistic Matrix Factorization with Gaussian Processes. | Ryan Prescott Adams, George E. Dahl, Iain Murray |
| 2009 | ICML | Archipelago: nonparametric Bayesian semi-supervised learning. | Ryan Prescott Adams, Zoubin Ghahramani |
| 2009 | ICML | Tractable nonparametric Bayesian inference in Poisson processes with Gaussian process intensities. | Ryan Prescott Adams, Iain Murray, David J. C. MacKay |
| 2008 | ICML | Gaussian process product models for nonparametric nonstationarity. | Ryan Prescott Adams, Oliver Stegle |