| Online stochastic gradient descent on non-convex losses from high-dimensional inference GB Arous, R Gheissari, A Jagannath Journal of Machine Learning Research 22 (106), 1-51, 2021 | 186 | 2021 |
| Algorithmic thresholds for tensor PCA G Ben Arous, R Gheissari, A Jagannath Annals of Probability 48 (4), 2052-2087, 2020 | 133 | 2020 |
| 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, 2023 | 110 | 2023 |
| Concentration inequalities for polynomials of contracting Ising models R Gheissari, E Lubetzky, Y Peres Electronic Communications in Probability 23, 1-12, 2018 | 47 | 2018 |
| Mixing times of critical two‐dimensional Potts models R Gheissari, E Lubetzky Communications on Pure and Applied Mathematics 71 (5), 994-1046, 2018 | 46* | 2018 |
| Bounding flows for spherical spin glass dynamics G Ben Arous, R Gheissari, A Jagannath Communications in Mathematical Physics 373 (3), 1011-1048, 2020 | 38 | 2020 |
| On the spectral gap of spherical spin glass dynamics R Gheissari, A Jagannath Annales de l’Institut Henri Poincaré (B) 55 (2), 756-776, 2019 | 38 | 2019 |
| Exponentially slow mixing in the mean-field Swendsen–Wang dynamics R Gheissari, E Lubetzky, Y Peres Annales de l’Institut Henri Poincaré (B) 56 (1), 68-86, 2020 | 32 | 2020 |
| Low-temperature Ising dynamics with random initializations R Gheissari, A Sinclair Proceedings of the 54th Annual ACM SIGACT Symposium on Theory of Computing …, 2022 | 29 | 2022 |
| Ising model: local spin correlations and conformal invariance R Gheissari, C Hongler, SC Park Communications in Mathematical Physics 367 (3), 771-833, 2019 | 26* | 2019 |
| Asymptotics of height change on toroidal Temperleyan dimer models J Dubédat, R Gheissari Journal of Statistical Physics 159 (1), 75-100, 2015 | 26 | 2015 |
| Spectral alignment of stochastic gradient descent for high-dimensional classification tasks G Ben Arous, R Gheissari, J Huang, A Jagannath The Annals of Applied Probability 35 (4), 2767-2822, 2025 | 22* | 2025 |
| Spatial mixing and the random‐cluster dynamics on lattices R Gheissari, A Sinclair Random Structures & Algorithms 64 (2), 490-534, 2024 | 18 | 2024 |
| Random-cluster dynamics on random regular graphs in tree uniqueness A Blanca, R Gheissari Communications in Mathematical Physics 386 (2), 1243-1287, 2021 | 17 | 2021 |
| Quasi‐polynomial mixing of critical two‐dimensional random cluster models R Gheissari, E Lubetzky Random Structures & Algorithms 56 (2), 517-556, 2020 | 17* | 2020 |
| Local and global geometry of the 2D Ising interface in critical prewetting S Ganguly, R Gheissari Annals of Probability 49 (4), 2076-2140, 2021 | 16 | 2021 |
| Diffusions interacting through a random matrix: universality via stochastic Taylor expansion A Dembo, R Gheissari Probability Theory and Related Fields 180 (3), 1057-1097, 2021 | 15 | 2021 |
| Random-cluster dynamics in Z^2: Rapid mixing with general boundary conditions A Blanca, R Gheissari, E Vigoda Annals of Applied Probability 30 (1), 418-459, 2020 | 15* | 2020 |
| Zero-temperature dynamics in the dilute Curie–Weiss model R Gheissari, CM Newman, DL Stein Journal of Statistical Physics 172 (4), 1009-1028, 2018 | 15 | 2018 |
| The effect of boundary conditions on mixing of 2D Potts models at discontinuous phase transitions R Gheissari, E Lubetzky Electronic Journal of Probability 23, 1-30, 2018 | 15 | 2018 |
