Hälvä, Hermanni

4 publications

AISTATS 2024 Identifiable Feature Learning for Spatial Data with Nonlinear ICA Hermanni Hälvä, Jonathan So, Richard E. Turner, Aapo Hyvärinen

AISTATS 2021 Independent Innovation Analysis for Nonlinear Vector Autoregressive Process Hiroshi Morioka, Hermanni Hälvä, Aapo Hyvarinen

NeurIPS 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 Hyvarinen

UAI 2020 Hidden Markov Nonlinear ICA: Unsupervised Learning from Nonstationary Time Series Hermanni Hälvä, Aapo Hyvarinen