Selenophosphate synthetase 1 is an essential protein with roles in regulation of redox homoeostasis in mammals R Tobe, BA Carlson, JH Huh, NP Castro, XM Xu, PA Tsuji, SG Lee, ... Biochemical Journal 473 (14), 2141-2154, 2016 | 42 | 2016 |
Mechanism for feature learning in neural networks and backpropagation-free machine learning models A Radhakrishnan*, D Beaglehole*, P Pandit, M Belkin Science, 2024 | 38* | 2024 |
On the inconsistency of kernel ridgeless regression in fixed dimensions D Beaglehole, M Belkin, P Pandit SIAM Journal on Mathematics of Data Science 5 (4), 854-872, 2023 | 17* | 2023 |
Learning to hash robustly, guaranteed A Andoni, D Beaglehole International Conference on Machine Learning, 599-618, 2022 | 12 | 2022 |
Sampling Equilibria: Fast No-Regret Learning in Structured Games D Beaglehole, M Hopkins, D Kane, S Liu, S Lovett Proceedings of the 2023 Annual ACM-SIAM Symposium on Discrete Algorithms …, 2023 | 8* | 2023 |
Mechanism of feature learning in convolutional neural networks D Beaglehole*, A Radhakrishnan*, P Pandit, M Belkin arXiv preprint arXiv:2309.00570, 2023 | 6 | 2023 |
Gradient descent induces alignment between weights and the empirical NTK for deep non-linear networks D Beaglehole, I Mitliagkas, A Agarwala arXiv preprint arXiv:2402.05271, 2024 | 1 | 2024 |
Average gradient outer product as a mechanism for deep neural collapse D Beaglehole, P Súkeník, M Mondelli, M Belkin arXiv preprint arXiv:2402.13728, 2024 | | 2024 |