Setareh Ariafar

Publication Activity (10 Years)

Years Active: 2015-2022
Publications (10 Years): 5

Top Topics

Utility Elicitation

Sequential Monte Carlo

Top Venues

J. Mach. Learn. Res.

Publications

Setareh Ariafar, Justin Gilmer, Zachary Nado, Jasper Snoek, Rodolphe Jenatton, George E. Dahl
Predicting the utility of search spaces for black-box optimization: a simple, budget-aware approach. AISTATS (2022)
Setareh Ariafar, Zelda Mariet, Dana H. Brooks, Jennifer G. Dy, Jasper Snoek
Faster & More Reliable Tuning of Neural Networks: Bayesian Optimization with Importance Sampling. AISTATS (2021)
Setareh Ariafar, Justin Gilmer, Zachary Nado, Jasper Snoek, Rodolphe Jenatton, George E. Dahl
Predicting the utility of search spaces for black-box optimization: a simple, budget-aware approach. CoRR (2021)
Setareh Ariafar, Zelda Mariet, Ehsan Elhamifar, Dana H. Brooks, Jennifer G. Dy, Jasper Snoek
Weighting Is Worth the Wait: Bayesian Optimization with Importance Sampling. CoRR (2020)
Setareh Ariafar, Jaume Coll-Font, Dana H. Brooks, Jennifer G. Dy
ADMMBO: Bayesian Optimization with Unknown Constraints using ADMM. J. Mach. Learn. Res. 20 (2019)
Theodora S. Brisimi, Setareh Ariafar, Yue Zhang, Christos G. Cassandras, Ioannis Ch. Paschalidis
Sensing and classifying roadway obstacles: The street bump anomaly detection and decision support system. CASE (2015)