Brooks, Dana

3 publications

AISTATS 2021 Faster & More Reliable Tuning of Neural Networks: Bayesian Optimization with Importance Sampling Setareh Ariafar, Zelda Mariet, Dana Brooks, Jennifer Dy, Jasper Snoek

AISTATS 2021 Rate-Regularization and Generalization in Variational Autoencoders Alican Bozkurt, Babak Esmaeili, Jean-Baptiste Tristan, Dana Brooks, Jennifer Dy, Jan-Willem van de Meent

JMLR 2019 ADMMBO: Bayesian Optimization with Unknown Constraints Using ADMM Setareh Ariafar, Jaume Coll-Font, Dana Brooks, Jennifer Dy