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
159 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
37 2022 Approximate gradient coding with optimal decoding M Glasgow, M Wootters
IEEE Journal on Selected Areas in Information Theory 2 (3), 855-866, 2021
20 2021 Asynchronous distributed optimization with stochastic delays MR Glasgow, M Wootters
International Conference on Artificial Intelligence and Statistics, 9247-9279, 2022
9 2022 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
7 2024 The exact rank of sparse random graphs M Glasgow, M Kwan, A Sah, M Sawhney
arXiv preprint arXiv:2303.05435, 2023
7 2023 On the still unreasonable effectiveness of federated averaging for heterogeneous distributed learning KK Patel, M Glasgow, L Wang, N Joshi, N Srebro
Federated Learning and Analytics in Practice: Algorithms, Systems …, 2023
4 2023 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
4 2022 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
3 2024 On the rank, kernel, and core of sparse random graphs P DeMichele, M Glasgow, A Moreira
arXiv preprint arXiv:2105.11718, 2021
3 * 2021 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
2 2024 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
2 2023 Tight Bounds for -Regret via the Decision-Estimation Coefficient M Glasgow, A Rakhlin
arXiv preprint arXiv:2303.03327, 2023
2023