Algorithmic thresholds for tensor PCA G Ben Arous, R Gheissari, A Jagannath Annals of Probability 48 (4), 2052-2087, 2020 | 94 | 2020 |
Online stochastic gradient descent on non-convex losses from high-dimensional inference G Ben Arous, R Gheissari, A Jagannath Journal of Machine Learning Research 22 (106), 1-51, 2021 | 80 | 2021 |
Low-degree hardness of random optimization problems D Gamarnik, A Jagannath, AS Wein 2020 IEEE 61st Annual Symposium on Foundations of Computer Science (FOCS …, 2020 | 73 | 2020 |
Graph convolution for semi-supervised classification: Improved linear separability and out-of-distribution generalization A Baranwal, K Fountoulakis, A Jagannath International Conference on Machine Learning, PMLR 139:684-693, 2021 | 71 | 2021 |
The overlap gap property and approximate message passing algorithms for p-spin models D Gamarnik, A Jagannath The Annals of Probability 49 (1), 180-205, 2021 | 67 | 2021 |
A dynamic programming approach to the Parisi functional A Jagannath, I Tobasco Proceedings of the American Mathematical Society 144 (7), 3135-3150, 2016 | 58 | 2016 |
High‐dimensional limit theorems for SGD: Effective dynamics and critical scaling G Ben Arous, R Gheissari, A Jagannath Communications on Pure and Applied Mathematics 77 (3), 2030-2080, 2024 | 53 | 2024 |
Spectral gap estimates in mean field spin glasses G Ben Arous, A Jagannath Communications in Mathematical Physics 361 (1), 1-52, 2018 | 50 | 2018 |
Low temperature asymptotics of spherical mean field spin glasses A Jagannath, I Tobasco Communications in Mathematical Physics 352 (3), 979-1017, 2017 | 43 | 2017 |
Statistical thresholds for tensor PCA A Jagannath, P Lopatto, L Miolane Annals of Applied Probability 30 (4), 1910-1933, 2020 | 42 | 2020 |
Approximate ultrametricity for random measures and applications to spin glasses A Jagannath Communications on Pure and Applied Mathematics 70 (4), 611-664, 2017 | 39 | 2017 |
Thouless–Anderson–Palmer equations for generic -spin glasses A Auffinger, A Jagannath The Annals of Probability 47 (4), 2230-2256, 2019 | 38* | 2019 |
Some properties of the phase diagram for mixed p-spin glasses A Jagannath, I Tobasco Probability Theory and Related Fields 167, 615-672, 2017 | 31 | 2017 |
The overlap gap property in principal submatrix recovery D Gamarnik, A Jagannath, S Sen Probability Theory and Related Fields 181, 757-814, 2021 | 30 | 2021 |
On the spectral gap of spherical spin glass dynamics R Gheissari, A Jagannath Annales de l'Institute Henri Poincaré, Probabilités et Statistiques 55 (2 …, 2019 | 29 | 2019 |
Graph attention retrospective K Fountoulakis, A Levi, S Yang, A Baranwal, A Jagannath Journal of Machine Learning Research 24 (246), 1-52, 2023 | 27 | 2023 |
Effects of graph convolutions in multi-layer networks A Baranwal, K Fountoulakis, A Jagannath International Conference on Learning Representations 11, 2023 | 26 | 2023 |
Bounding flows for spherical spin glass dynamics G Ben Arous, R Gheissari, A Jagannath Communications in Mathematical Physics, 1-38, 2020 | 26 | 2020 |
MAX κ-CUT AND THE INHOMOGENEOUS POTTS SPIN GLASS A Jagannath, J Ko, S Sen The Annals of Applied Probability 28 (3), 1536-1572, 2018 | 20 | 2018 |
On the unbalanced cut problem and the generalized Sherrington–Kirkpatrick model A Jagannath, S Sen Annales de l’Institut Henri Poincaré D 8 (1), 35-88, 2020 | 17 | 2020 |