Hidden markov nonlinear ica: Unsupervised learning from nonstationary time series H Hälvä, A Hyvarinen Conference on Uncertainty in Artificial Intelligence, 939-948, 2020 | 70 | 2020 |
Disentangling identifiable features from noisy data with structured nonlinear ICA H Hälvä, S Le Corff, L Lehéricy, J So, Y Zhu, E Gassiat, A Hyvarinen Advances in Neural Information Processing Systems 34, 1624-1633, 2021 | 59 | 2021 |
Independent innovation analysis for nonlinear vector autoregressive process H Morioka, H Hälvä, A Hyvarinen International Conference on Artificial Intelligence and Statistics, 1549-1557, 2021 | 14 | 2021 |
Identifiable Feature Learning for Spatial Data with Nonlinear ICA H Hälvä, J So, RE Turner, A Hyvärinen International Conference on Artificial Intelligence and Statistics, 3331-3339, 2024 | | 2024 |
Computational Graph Approach for Detection of Composite Human Activities N Reunanen, V Könönen, H Hälvä, J Mäntyjärvi, A Lämsä, J Liikka arXiv preprint arXiv:1812.01895, 2018 | | 2018 |
Hidden Markov Nonlinear ICA NT Series, H Hälvä, A Hyvärinen | | |