| The maximum of the CUE field E Paquette, O Zeitouni International Mathematics Research Notices 2018 (16), 5028-5119, 2018 | 108 | 2018 |
| Spectral gaps of random graphs and applications C Hoffman, M Kahle, E Paquette International Mathematics Research Notices 2021 (11), 8353-8404, 2021 | 94* | 2021 |
| Global fluctuations for linear statistics of β-Jacobi ensembles I Dumitriu, E Paquette Random Matrices: Theory and Applications 1 (04), 1250013, 2012 | 57 | 2012 |
| Sgd in the large: Average-case analysis, asymptotics, and stepsize criticality C Paquette, K Lee, F Pedregosa, E Paquette Conference on Learning Theory, 3548-3626, 2021 | 51 | 2021 |
| Functional limit theorems for random regular graphs I Dumitriu, T Johnson, S Pal, E Paquette Probability Theory and Related Fields 156 (3), 921-975, 2013 | 40 | 2013 |
| Halting time is predictable for large models: A universality property and average-case analysis C Paquette, B van Merriënboer, E Paquette, F Pedregosa Foundations of Computational Mathematics 23 (2), 597-673, 2023 | 38 | 2023 |
| The law of large numbers for the maximum of almost Gaussian log-correlated fields coming from random matrices G Lambert, E Paquette Probability Theory and Related Fields 173, 157-209, 2019 | 31 | 2019 |
| Dynamics of stochastic momentum methods on large-scale, quadratic models C Paquette, E Paquette Advances in Neural Information Processing Systems 34, 9229-9240, 2021 | 29 | 2021 |
| The Threshold for Integer Homology in Random d-Complexes C Hoffman, M Kahle, E Paquette Discrete & Computational Geometry 57, 810-823, 2017 | 29 | 2017 |
| Homogenization of SGD in high-dimensions: Exact dynamics and generalization properties C Paquette, E Paquette, B Adlam, J Pennington Mathematical Programming, 1-90, 2024 | 25 | 2024 |
| Spectrum of random perturbations of Toeplitz matrices with finite symbols A Basak, E Paquette, O Zeitouni Transactions of the American Mathematical Society 373 (7), 4999-5023, 2020 | 25 | 2020 |
| The power of choice combined with preferential attachement Y Malyshkin, E Paquette | 24 | 2014 |
| The power of 2 choices over preferential attachment Y Malyshkin, E Paquette arXiv preprint arXiv:1311.1091, 2013 | 24 | 2013 |
| Secular coefficients and the holomorphic multiplicative chaos J Najnudel, E Paquette, N Simm The Annals of Probability 51 (4), 1193-1248, 2023 | 22 | 2023 |
| Strong approximation of Gaussian -ensemble characteristic polynomials: the edge regime and the stochastic Airy function G Lambert, E Paquette arXiv preprint arXiv:2009.05003, 2020 | 22 | 2020 |
| The Trouble with von Koch Curves Built from ngons T Keleti, E Paquette The American Mathematical Monthly 117 (2), 124-137, 2010 | 21 | 2010 |
| Regularization of non-normal matrices by Gaussian noise—the banded Toeplitz and twisted Toeplitz cases A Basak, E Paquette, O Zeitouni Forum of Mathematics, Sigma 7, e3, 2019 | 20 | 2019 |
| Implicit regularization or implicit conditioning? exact risk trajectories of sgd in high dimensions C Paquette, E Paquette, B Adlam, J Pennington Advances in Neural Information Processing Systems 35, 35984-35999, 2022 | 19 | 2022 |
| The maximum deviation of the counting process D Holcomb, E Paquette | 19 | 2018 |
| Hitting the high-dimensional notes: An ode for sgd learning dynamics on glms and multi-index models E Collins-Woodfin, C Paquette, E Paquette, I Seroussi Information and Inference: A Journal of the IMA 13 (4), iaae028, 2024 | 18 | 2024 |
