| Mechanism for feature learning in neural networks and backpropagation-free machine learning models A Radhakrishnan*, D Beaglehole*, P Pandit, M Belkin Science, 2024 | 161* | 2024 |
| 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 | 44 | 2016 |
| 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 | 31* | 2023 |
| Mechanism of feature learning in convolutional neural networks D Beaglehole*, A Radhakrishnan*, P Pandit, M Belkin arXiv preprint arXiv:2309.00570, 2023 | 26 | 2023 |
| Average gradient outer product as a mechanism for deep neural collapse D Beaglehole, P Súkeník, M Mondelli, M Belkin 38th Conference on Neural Information Processing Systems (NeurIPS), 2024 | 21 | 2024 |
| Toward universal steering and monitoring of AI models D Beaglehole, A Radhakrishnan, E Boix-Adsera, M Belkin arXiv preprint arXiv:2502.03708, 2025 | 16* | 2025 |
| Emergence in non-neural models: grokking modular arithmetic via average gradient outer product N Mallinar, D Beaglehole, L Zhu, A Radhakrishnan, P Pandit, M Belkin International Conference on Machine Learning (ICML), 2024 | 15 | 2024 |
| 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 | 15* | 2023 |
| Learning to hash robustly, guaranteed A Andoni, D Beaglehole International Conference on Machine Learning (ICML), 599-618, 2022 | 14 | 2022 |
| Feature learning as alignment: a structural property of gradient descent in non-linear neural networks D Beaglehole, I Mitliagkas, A Agarwala Transactions on Machine Learning Research (TMLR), 2024 | 10* | 2024 |
| xRFM: Accurate, scalable, and interpretable feature learning models for tabular data D Beaglehole, D Holzmüller, A Radhakrishnan, M Belkin arXiv preprint arXiv:2508.10053, 2025 | 2 | 2025 |
| Steering Autoregressive Music Generation with Recursive Feature Machines D Zhao, D Beaglehole, T Berg-Kirkpatrick, J McAuley, Z Novack arXiv preprint arXiv:2510.19127, 2025 | | 2025 |
| CAPYBARA: A Generalizable Framework for Predicting Serological Measurements Across Human Cohorts S Orsinelli-Rivers, D Beaglehole, T Einav medRxiv, 2025.07. 07.25331040, 2025 | | 2025 |
| Fast, optimal, and dynamic electoral campaign budgeting by a generalized Colonel Blotto game T Valles, D Beaglehole arXiv preprint arXiv:2406.15714, 2024 | | 2024 |
