Determination of RNA structural diversity and its role in HIV-1 RNA splicing PJ Tomezsko, VDA Corbin, P Gupta, H Swaminathan, M Glasgow, ...
Nature 582 (7812), 438-442, 2020
183 2020 Sharp bounds for federated averaging (local sgd) and continuous perspective MR Glasgow, H Yuan, T Ma
International Conference on Artificial Intelligence and Statistics, 9050-9090, 2022
47 2022 Approximate gradient coding with optimal decoding M Glasgow, M Wootters
IEEE Journal on Selected Areas in Information Theory 2 (3), 855-866, 2021
26 2021 Asynchronous distributed optimization with stochastic delays MR Glasgow, M Wootters
International Conference on Artificial Intelligence and Statistics, 9247-9279, 2022
13 2022 The limits and potentials of local sgd for distributed heterogeneous learning with intermittent communication KK Patel, M Glasgow, A Zindari, L Wang, SU Stich, Z Cheng, N Joshi, ...
arXiv preprint arXiv:2405.11667, 2024
10 * 2024 Beyond ntk with vanilla gradient descent: A mean-field analysis of neural networks with polynomial width, samples, and time A Mahankali, H Zhang, K Dong, M Glasgow, T Ma
Advances in Neural Information Processing Systems 36, 2024
9 2024 The exact rank of sparse random graphs M Glasgow, M Kwan, A Sah, M Sawhney
arXiv preprint arXiv:2303.05435, 2023
9 2023 Sgd finds then tunes features in two-layer neural networks with near-optimal sample complexity: A case study in the xor problem M Glasgow
arXiv preprint arXiv:2309.15111, 2023
6 2023 Feature dropout: Revisiting the role of augmentations in contrastive learning A Tamkin, M Glasgow, X He, N Goodman
Advances in Neural Information Processing Systems 36, 2024
5 2024 On the rank, kernel, and core of sparse random graphs P DeMichele, M Glasgow, A Moreira
Random Structures & Algorithms, 2024
4 * 2024 A central limit theorem for the matching number of a sparse random graph M Glasgow, M Kwan, A Sah, M Sawhney
arXiv preprint arXiv:2402.05851, 2024
4 2024 Max-margin works while large margin fails: Generalization without uniform convergence M Glasgow, C Wei, M Wootters, T Ma
arXiv preprint arXiv:2206.07892, 2022
3 2022 Convergence of Distributed Adaptive Optimization with Local Updates Z Cheng, M Glasgow
arXiv preprint arXiv:2409.13155, 2024
2024 Tight Bounds for M Glasgow, A Rakhlin
arXiv preprint arXiv:2303.03327, 2023
2023 