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Hermanni Hälvä
Hermanni Hälvä
Verified email at helsinki.fi
Title
Cited by
Cited by
Year
Hidden markov nonlinear ica: Unsupervised learning from nonstationary time series
H Hälvä, A Hyvarinen
Conference on Uncertainty in Artificial Intelligence, 939-948, 2020
702020
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
592021
Independent innovation analysis for nonlinear vector autoregressive process
H Morioka, H Hälvä, A Hyvarinen
International Conference on Artificial Intelligence and Statistics, 1549-1557, 2021
142021
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
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