| Towards robust and reproducible active learning using neural networks P Munjal, N Hayat, M Hayat, J Sourati, S Khan Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2022 | 80 | 2022 |
| Accelerating science with human-aware artificial intelligence J Sourati, JA Evans Nature human behaviour 7 (10), 1682-1696, 2023 | 64 | 2023 |
| Intelligent labeling based on fisher information for medical image segmentation using deep learning J Sourati, A Gholipour, JG Dy, X Tomas-Fernandez, S Kurugol, ... IEEE transactions on medical imaging 38 (11), 2642-2653, 2019 | 52 | 2019 |
| Active deep learning with fisher information for patch-wise semantic segmentation J Sourati, A Gholipour, JG Dy, S Kurugol, SK Warfield International Workshop on Deep Learning in Medical Image Analysis, 83-91, 2018 | 41 | 2018 |
| Classification active learning based on mutual information J Sourati, M Akcakaya, JG Dy, TK Leen, D Erdogmus Entropy 18 (2), 51, 2016 | 38 | 2016 |
| Asymptotic analysis of objectives based on fisher information in active learning J Sourati, M Akcakaya, TK Leen, D Erdogmus, JG Dy Journal of Machine Learning Research 18 (34), 1-41, 2017 | 35 | 2017 |
| A probabilistic active learning algorithm based on fisher information ratio J Sourati, M Akcakaya, D Erdogmus, TK Leen, JG Dy IEEE transactions on pattern analysis and machine intelligence 40 (8), 2023-2029, 2017 | 28 | 2017 |
| An active RBSE framework to generate optimal stimulus sequences in a BCI for spelling M Moghadamfalahi, M Akcakaya, H Nezamfar, J Sourati, D Erdogmus IEEE Transactions on Signal Processing 65 (20), 5381-5392, 2017 | 15 | 2017 |
| Accelerated learning-based interactive image segmentation using pairwise constraints J Sourati, D Erdogmus, JG Dy, DH Brooks IEEE transactions on image processing 23 (7), 3057-3070, 2014 | 12 | 2014 |
| Temperature-dependent droplet impact dynamics of a water droplet on hydrophobic and superhydrophobic surfaces: An experimental and predictive machine learning–based study S Keshavarzi, J Sourati, G Momen, R Jafari International Journal of Heat and Mass Transfer 195, 123190, 2022 | 11 | 2022 |
| Accelerating science with human versus alien artificial intelligences J Sourati, J Evans arXiv:2104.05188, 2021 | 7 | 2021 |
| Data on how science is made can make science better J Sourati, A Belikov, J Evans Harvard Data Science Review 4 (2), 2022 | 5 | 2022 |
| Constrained spectral clustering for image segmentation J Sourati, DH Brooks, JG Dy, D Erdogmus 2012 IEEE International Workshop on Machine Learning for Signal Processing, 1-6, 2012 | 5 | 2012 |
| Complementary artificial intelligence designed to augment human discovery J Sourati, J Evans arXiv preprint arXiv:2207.00902, 2022 | 4 | 2022 |
| Active learning for efficient querying from a human oracle with noisy response in a language-model assisted brain computer interface M Moghadamfalahi, J Sourati, M Akcakaya, H Nezamfar, M Haghighi, ... 2015 IEEE 25th International Workshop on Machine Learning for Signal …, 2015 | 4 | 2015 |
| Systems and methods for high-order modeling of predictive hypotheses J Evans, F Shi, J Sourati US Patent App. 17/451,320, 2022 | 2 | 2022 |
| Assessing subsets of analytes in context of detecting laboratory errors J Sourati, SC Kazmierczak, M Akçakaya, JG Dy, TK Leen, D Erdogmus 2016 38th Annual International Conference of the IEEE Engineering in …, 2016 | 2 | 2016 |
| Asymptotic analysis of objectives based on fisher information in active learning J Sourati, M Akcakaya, TK Leen, D Erdogmus, JG Dy arXiv preprint arXiv:1605.08798, 2016 | 2 | 2016 |
| Information theoretic active learning in unsupervised and supervised problems J Sourati Northeastern University, 2016 | 1 | 2016 |
| A novel delta check method for detecting laboratory errors J Sourati, D Erdogmus, M Akçakaya, SC Kazmierczak, TK Leen 2015 IEEE 25th International Workshop on Machine Learning for Signal …, 2015 | 1 | 2015 |
Deniz ErdogmusProfessor of ECE, Northeastern UniversityVerified email at ece.neu.edu