Neural tangent kernel beyond the infinite-width limit: Effects of depth and initialization M Seleznova, G Kutyniok International Conference on Machine Learning, 19522-19560, 2022 | 21 | 2022 |
Analyzing finite neural networks: Can we trust neural tangent kernel theory? M Seleznova, G Kutyniok Mathematical and Scientific Machine Learning, 868-895, 2022 | 20 | 2022 |
Guided exploration of user groups M Seleznova, B Omidvar-Tehrani, S Amer-Yahia, E Simon Proceedings of the VLDB Endowment (PVLDB) 13 (9), 1469-1482, 2020 | 19 | 2020 |
Quality evaluation and improvement for hierarchical topic modeling KV Anton Belyy, Maria Seleznova, Aleksei Sholokhov 24rd International Conference on Computational Linguistics and Intellectual …, 2018 | 9* | 2018 |
Neural (tangent kernel) collapse M Seleznova, D Weitzner, R Giryes, G Kutyniok, HH Chou Advances in Neural Information Processing Systems 36, 2024 | 6 | 2024 |