Filters: Author is Ryan P. Adams  [Clear All Filters]
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Archipelago: Nonparametric Bayesian Semi-Supervised Learning. Adams, RP, Ghahramani Z.  Proceedings of the 26th International Conference on Machine Learning. 2009.   { PDF | Google Scholar | BibTex } Honourable Mention for Best Paper
ASC: Automatically Scalable Computation. Waterland, A, Angelino E, Adams RP, Appavoo J, Seltzer M.  Nineteenth International Conference on Architectural Support for Programming Languages and Operating Systems (ASPLOS). 575-590. 2014.   { PDF | Google Scholar | BibTex }
Avoiding Pathologies in Very Deep Networks. Duvenaud, D, Rippel O, Adams RP, Ghahramani Z.  Seventeenth International Conference on Artificial Intelligence and Statistics (AISTATS). 2014.   { arXiv:1402.5836 [stat.ML] | PDF | Code | Google Scholar | BibTex }
Discovering Latent Network Structure in Point Process Data. Linderman, SW, Adams RP.  Thirty-First International Conference on Machine Learning (ICML). 2014.   { arXiv:1402.0914 [stat.ML] | PDF | Google Scholar | BibTex }
Discovering Shared Cardiovascular Dynamics within a Patient Cohort. Nemati, S, Lehman L-wei, Adams RP, Malhotra A.  International Conference of the IEEE Engineering in Medicine and Biology Society. 2012.   { PDF | Google Scholar | BibTex }
Discovering Shared Dynamics in Physiological Signals: Application to Patient Monitoring in ICU. Lehman, L-wei, Nemati S, Adams RP, Mark R.  International Conference of the IEEE Engineering in Medicine and Biology Society. 2012.   { PDF | Google Scholar | BibTex }
Elliptical Slice Sampling. Murray, I, Adams RP, MacKay DJC.  Journal of Machine Learning Research: Workshop and Conference Proceedings (AISTATS). 9:541-548. 2010.   { arXiv:1001.0175 [stat.CO] | PDF | Code | Google Scholar | BibTex }
Fast Exact Inference for Recursive Cardinality Models. Tarlow, D, Swersky K, Zemel RS, Adams RP, Frey B.  28th Conference on Uncertainty in Artificial Intelligence (UAI). 2012.   { PDF | Google Scholar | BibTex }
Firefly Monte Carlo: Exact MCMC with Subsets of Data. Maclaurin, D, Adams RP.  Thirtieth Conference on Uncertainty in Artificial Intelligence (UAI). 2014.   { arXiv:1403.5693 [stat.ML] | PDF | Google Scholar | BibTex } Winner of Best Paper Award