Hermanni Hälvä

According to our database, Hermanni Hälvä authored at least 5 papers between 2018 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Identifiable Feature Learning for Spatial Data with Nonlinear ICA.

Hermanni Hälvä, Jonathan So, Richard E. Turner, Aapo Hyvärinen

CoRR, 2023

2021

Disentangling Identifiable Features from Noisy Data with Structured Nonlinear ICA.

Hermanni Hälvä, Sylvain Le Corff, Luc Lehéricy, Jonathan So, Yongjie Zhu, Elisabeth Gassiat, Aapo Hyvärinen

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Independent Innovation Analysis for Nonlinear Vector Autoregressive Process.

Hiroshi Morioka, Hermanni Hälvä, Aapo Hyvärinen

Proceedings of the 24th International Conference on Artificial Intelligence and Statistics, 2021

2020

Hidden Markov Nonlinear ICA: Unsupervised Learning from Nonstationary Time Series.

Hermanni Hälvä, Aapo Hyvärinen

Proceedings of the Thirty-Sixth Conference on Uncertainty in Artificial Intelligence, 2020

2018

Computational Graph Approach for Detection of Composite Human Activities.

Niko Reunanen, Ville Könönen, Hermanni Hälvä, Jani Mäntyjärvi, Arttu Lämsä, Jussi Liikka

CoRR, 2018