Hermanni Hälvä

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 8

Top Topics

Unsupervised Learning

Intrinsic Dimensionality

Geospatial Data

Top Venues

Publications

Hermanni Hälvä, Jonathan So, Richard E. Turner, Aapo Hyvärinen
Identifiable Feature Learning for Spatial Data with Nonlinear ICA. AISTATS (2024)
Hermanni Hälvä, Jonathan So, Richard E. Turner, Aapo Hyvärinen
Identifiable Feature Learning for Spatial Data with Nonlinear ICA. CoRR (2023)
Hiroshi Morioka, Hermanni Hälvä, Aapo Hyvärinen
Independent Innovation Analysis for Nonlinear Vector Autoregressive Process. AISTATS (2021)
Hermanni Hälvä, Sylvain Le Corff, Luc Lehéricy, Jonathan So, Yongjie Zhu, Elisabeth Gassiat, Aapo Hyvärinen
Disentangling Identifiable Features from Noisy Data with Structured Nonlinear ICA. CoRR (2021)
Hermanni Hälvä, Sylvain Le Corff, Luc Lehéricy, Jonathan So, Yongjie Zhu, Elisabeth Gassiat, Aapo Hyvärinen
Disentangling Identifiable Features from Noisy Data with Structured Nonlinear ICA. NeurIPS (2021)
Hermanni Hälvä, Aapo Hyvärinen
Hidden Markov Nonlinear ICA: Unsupervised Learning from Nonstationary Time Series. UAI (2020)
Hermanni Hälvä, Aapo Hyvärinen
Hidden Markov Nonlinear ICA: Unsupervised Learning from Nonstationary Time Series. CoRR (2020)
Niko Reunanen, Ville Könönen, Hermanni Hälvä, Jani Mäntyjärvi, Arttu Lämsä, Jussi Liikka
Computational Graph Approach for Detection of Composite Human Activities. CoRR (2018)