Filament Depolymerization Can Explain Chromosome Pulling during Bacterial Mitosis. - Edward J. Banigan; Michael A. Gelbart; Zemer Gitai; Ned S. Wingreen; Andrea J. Liu (PLoS Comput. Biol., 2011)

Learning Ordered Representations with Nested Dropout. - Oren Rippel; Michael A. Gelbart; Ryan P. Adams (ICML, 2014)

Bayesian Optimization with Unknown Constraints. - Michael A. Gelbart; Jasper Snoek; Ryan P. Adams (UAI, 2014)

Predictive Entropy Search for Bayesian Optimization with Unknown Constraints. - José Miguel Hernández-Lobato; Michael A. Gelbart; Matthew W. Hoffman; Ryan P. Adams; Zoubin Ghahramani (ICML, 2015)

A General Framework for Constrained Bayesian Optimization using Information-based Search. - José Miguel Hernández-Lobato; Michael A. Gelbart; Ryan P. Adams; Matthew W. Hoffman; Zoubin Ghahramani (J. Mach. Learn. Res., 2016)

A case for efficient accelerator design space exploration via Bayesian optimization. - Brandon Reagen; José Miguel Hernández-Lobato; Robert Adolf; Michael A. Gelbart; Paul N. Whatmough; Gu-Yeon Wei; David M. Brooks (ISLPED, 2017)