Prevalence of neural collapse during the terminal phase of deep learning training V Papyan, XY Han, DL Donoho Proceedings of the National Academy of Sciences 117 (40), 24652-24663, 2020 | 595 | 2020 |
Neural Collapse Under MSE Loss: Proximity to and Dynamics on the Central Path XY Han, V Papyan, DL Donoho International Conference on Learning Representations, 2022 | 156 | 2022 |
Expert surgeons and deep learning models can predict the outcome of surgical hemorrhage from 1 min of video DJ Pangal, G Kugener, Y Zhu, A Sinha, V Unadkat, DJ Cote, B Strickland, ... Scientific reports 12 (1), 8137, 2022 | 19 | 2022 |
Sparse median graphs estimation in a high-dimensional semiparametric model F Han, X Han, H Liu, B Caffo | 17 | 2016 |
AI and the digitized photoarchive: Promoting access and discoverability E Prokop, XY Han, V Papyan, DL Donoho, CR Johnson Jr Art Documentation: Journal of the Art Libraries Society of North America 40 …, 2021 | 12 | 2021 |
Survey Descent: A Multipoint Generalization of Gradient Descent for Nonsmooth Optimization XY Han, AS Lewis SIAM Journal on Optimization 33 (1), 36-62, 2023 | 11 | 2023 |
Utility of the simulated outcomes following carotid artery laceration video data set for machine learning applications G Kugener, DJ Pangal, T Cardinal, C Collet, E Lechtholz-Zey, S Lasky, ... JAMA network open 5 (3), e223177-e223177, 2022 | 9 | 2022 |
Artificial Intelligence and Discovering the Digitised Photoarchive XY Han, V Papyan, E Prokop, DL Donoho, CR Johnson Jr. Archives, Access and Artificial Intelligence, 29-60, 2022 | 8 | 2022 |
Expert Surgeons and Deep Learning Models Can Predict the Outcome of Surgical Hemorrhage from One Minute of Video DJ Pangal, G Kugener, Y Zhu, A Sinha, V Unadkat, DJ Cote, B Strickland, ... medRxiv, 2022.01. 22.22269640, 2022 | 1 | 2022 |
Automatic Assessment of Surgical Performance Using Intraoperative Video and Deep Learning: A Comparison with Expert Surgeon Video Review DJ Pangal, G Kugener, Y Zhu, A Sinha, V Unadkat, DJ Cote, A Roshannai, ... Journal of Neurological Surgery Part B: Skull Base 83 (S 01), A049, 2022 | | 2022 |
Disk matrices and the proximal mapping for the numerical radius XY Han, AS Lewis arXiv preprint arXiv:2004.14542, 2020 | | 2020 |
Aus dem Buch: Archives, Access and Artificial Intelligence. Working with Born-Digital and Digitized Archival Collections L Jaillant, XY Han, V Papyan, E Prokop, DL Donoho, CR Johnson, M Bell, ... | | |