Classification of Heavy-tailed Features in High Dimensions: a Superstatistical Approach U Adomaityte, G Sicuro, P Vivo Advances in Neural Information Processing Systems, 2024 | 10* | 2024 |
High-dimensional robust regression under heavy-tailed data: Asymptotics and universality U Adomaityte, L Defilippis, B Loureiro, G Sicuro Journal of Statistical Mechanics: Theory and Experiment 2024 (11), 114002, 2024 | 7 | 2024 |
Unveiling the Hessian's Connection to the Decision Boundary M Sabanayagam, F Behrens, U Adomaityte, A Dawid arXiv preprint arXiv:2306.07104, 2023 | 5 | 2023 |
Replica method for computational problems with randomness: principles and illustrations J Steinberg, U Adomaitytė, A Fachechi, P Mergny, D Barbier, R Monasson Journal of Statistical Mechanics: Theory and Experiment 2024 (10), 104002, 2024 | 1 | 2024 |
Planted matching problems on random hypergraphs U Adomaityte, A Toshniwal, G Sicuro, L Zdeborová Physical Review E 106 (5), 054302, 2022 | | 2022 |