Follow
Setareh Ariafar
Setareh Ariafar
AI Resident @ Google Brain
Verified email at google.com
Title
Cited by
Cited by
Year
ADMMBO: Bayesian Optimization with Unknown Constraints using ADMM
S Ariafar, J Coll-Font, D Brooks, J Dy
Journal of Machine Learning Research 20 (Bayesian Optimization Special Issue …, 2019
622019
Sensing and classifying roadway obstacles: The street bump anomaly detection and decision support system
TS Brisimi, S Ariafar, Y Zhang, CG Cassandras, IC Paschalidis
2015 IEEE International Conference on Automation Science and Engineering …, 2015
142015
Faster & More Reliable Tuning of Neural Networks: Bayesian Optimization with Importance Sampling.
S Ariafar, Z Mariet, DH Brooks, JG Dy, J Snoek
AISTATS, 3961-3969, 2021
82021
ECG-based reconstruction of heart position and orientation with bayesian optimization
J Coll-Font, S Ariafar, DH Brooks
2017 Computing in Cardiology (CinC), 1-4, 2017
72017
Weighting is worth the wait: Bayesian optimization with importance sampling
S Ariafar, Z Mariet, E Elhamifar, D Brooks, J Dy, J Snoek
arXiv preprint arXiv:2002.09927, 2020
32020
Deep learning based classification of morphological patterns in RCM to guide noninvasive diagnosis of melanocytic lesions (Conference Presentation)
K Kose, A Bozkurt, S Ariafar, CA Alessi-Fox, M Gill, JG Dy, DH Brooks, ...
Photonics in Dermatology and Plastic Surgery 10037, 52-52, 2017
22017
An ADMM Framework for Constrained Bayesian Optimization
S Ariafar, J Coll-Font, D Brooks, J Dy
Bayesopt workshop, NeurIPS, 2017
22017
Predicting the utility of search spaces for black-box optimization: a simple, budget-aware approach
S Ariafar, J Gilmer, Z Nado, J Snoek, R Jenatton, G Dahl
International Conference on Artificial Intelligence and Statistics, 11056-11071, 2022
12022
Abstracts from the 2016 Joint Meeting of the International Confocal Group (ICG), the International Dermoscopy Society (IDS), and the International Society for Digital Imaging …
D Kang, L Rocha, P Guitera, H Sierra, K Kose, G Peterson, ...
Dermatology Practical & Conceptual 6 (2), 57-60, 2016
2016
Network-SVM: Support Vector Machine for Network Data
S Ariafar, A Bozkurt, K Kose, X Long, M Rajadhyaksha, D Brooks, J Dy
https://src.acm.org/binaries/content/assets/src/2016/setareh-ariafar.pdf, 2016
2016
The system can't perform the operation now. Try again later.
Articles 1–10