The generalization error of max-margin linear classifiers: High-dimensional asymptotics in the overparametrized regime A Montanari, F Ruan, Y Sohn, J Yan arXiv preprint arXiv:1911.01544, 2019 | 204 | 2019 |
Free energy in multi-species mixed p-spin spherical models E Bates, Y Sohn Electronic Journal of Probability 27, 1-75, 2022 | 28 | 2022 |
Replica symmetry breaking in multi-species Sherrington–Kirkpatrick model E Bates, L Sloman, Y Sohn Journal of Statistical Physics 174, 333-350, 2019 | 19 | 2019 |
The generalization error of max-margin linear classifiers: Benign overfitting and high-dimensional asymptotics in the overparametrized regime A Montanari, F Ruan, Y Sohn, J Yan arXiv preprint arXiv:1911.01544, 2023 | 16 | 2023 |
Crisanti–Sommers formula and simultaneous symmetry breaking in multi-species spherical spin glasses E Bates, Y Sohn Communications in Mathematical Physics 394 (3), 1101-1152, 2022 | 16 | 2022 |
One-step replica symmetry breaking of random regular NAE-SAT II D Nam, A Sly, Y Sohn Communications in Mathematical Physics 405 (3), 61, 2024 | 14 | 2024 |
Exact phase transitions for stochastic block models and reconstruction on trees E Mossel, A Sly, Y Sohn Proceedings of the 55th Annual ACM Symposium on Theory of Computing, 96-102, 2023 | 13 | 2023 |
Parisi formula for balanced Potts spin glass E Bates, Y Sohn arXiv preprint arXiv:2310.06745, 2023 | 7 | 2023 |
Universality of max-margin classifiers A Montanari, F Ruan, B Saeed, Y Sohn arXiv preprint arXiv:2310.00176, 2023 | 4 | 2023 |
Local geometry of NAE-SAT solutions in the condensation regime A Sly, Y Sohn Proceedings of the 56th Annual ACM Symposium on Theory of Computing, 1083-1093, 2024 | 2 | 2024 |
Sharp thresholds in inference of planted subgraphs E Mossel, J Niles-Weed, Y Sohn, N Sun, I Zadik The Thirty Sixth Annual Conference on Learning Theory, 5573-5577, 2023 | 2 | 2023 |
Weak recovery, hypothesis testing, and mutual information in stochastic block models and planted factor graphs E Mossel, A Sly, Y Sohn arXiv preprint arXiv:2406.15957, 2024 | 1 | 2024 |
Upper bounds on the -colorability threshold of random -regular -uniform hypergraphs for E Chang, N Kolhe, Y Sohn arXiv preprint arXiv:2308.02075, 2023 | | 2023 |
The generalization error of max-margin linear classifiers: Benign overfitting and high-dimensional asymptotics in the overparametrized regime A Montanari, F Ruan, Y Sohn, J Yan arXiv preprint arXiv:1911.01544, 2023 | | 2023 |
Agreement and Statistical Efficiency in Bayesian Perception Models Y Deshpande, E Mossel, Y Sohn arXiv preprint arXiv:2205.11561, 2022 | | 2022 |
Random Constraint Satisfaction Problems and High-Dimensional Estimation Y Sohn Stanford University, 2021 | | 2021 |