| Topology and geometry of data manifold in deep learning G Magai, A Ayzenberg arXiv preprint arXiv:2204.08624, 2022 | 10 | 2022 |
| Icml 2023 topological deep learning challenge: Design and results M Papillon, M Hajij, A Myers, F Frantzen, G Zamzmi, H Jenne, J Mathe, ... Topological, Algebraic and Geometric Learning Workshops 2023, 3-8, 2023 | 3 | 2023 |
| Deep neural networks architectures from the perspective of manifold learning G Magai 2023 IEEE 6th International Conference on Pattern Recognition and Artificial …, 2023 | 2 | 2023 |
| Chordal Embeddings Based on Topology of the Tonal Space A Ayzenberg, M Beketov, A Burashnikova, G Magai, A Polevoi, I Shanin, ... International Conference on Computational Intelligence in Music, Sound, Art …, 2023 | 1 | 2023 |
| Artificial Text Boundary Detection with Topological Data Analysis and Sliding Window Techniques L Kushnareva, T Gaintseva, G Magai, S Barannikov, D Abulkhanov, ... arXiv preprint arXiv:2311.08349, 2023 | | 2023 |
| Estimating the Transfer Learning Ability of a Deep Neural Networks by Means of Representations GI Magai, AA Soroka International Conference on Neuroinformatics, 479-488, 2023 | | 2023 |
| Coverings by open and closed hemispheres A Ayzenberg, M Beketov, G Magai arXiv preprint arXiv:2310.02827, 2023 | | 2023 |
| Global cognitive graph properties dynamics of hippocampal formation K Sorokin, A Zaitsew, A Levin, G Magai, M Beketov, V Sotskov arXiv preprint arXiv:2308.03563, 2023 | | 2023 |
| Applying language models to algebraic topology: generating simplicial cycles using multi-labeling in Wu's formula K Brilliantov, F Pavutnitskiy, D Pasechnyuk, G Magai arXiv preprint arXiv:2306.16951, 2023 | | 2023 |
