Ariafar, Setareh

3 publications

AISTATS 2022 Predicting the Utility of Search Spaces for Black-Box Optimization: A Simple, Budget-Aware Approach Setareh Ariafar, Justin Gilmer, Zachary Nado, Jasper Snoek, Rodolphe Jenatton, George Dahl

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

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