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 | 65 | 2019 |
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 | 14 | 2015 |
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 | 8 | 2021 |
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 | 7 | 2017 |
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 | 3 | 2020 |
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 | 2 | 2017 |
An ADMM Framework for Constrained Bayesian Optimization S Ariafar, J Coll-Font, D Brooks, J Dy Bayesopt workshop, NeurIPS, 2017 | 2 | 2017 |
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 | 1 | 2022 |
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 |