Aapo Hyvärinen

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AISTATS2024: Identifiable Feature Learning for Spatial Data with Nonlinear ICA

NeurIPS2023: Provable benefits of annealing for estimating normalizing constants

Arxiv: Causal Representation Learning Made Identifiable by Grouping of Observational Variables

NeuroImage: Unsupervised representation learning of spontaneous MEG data with nonlinear ICA

AISTATS2023: Connectivity-contrastive learning: Combining causal discovery and representation learning for multimodal data

Contact Information at University of Helsinki

Email: aapo.hyvarinenhelsinki.fi

Physical location:
Office room A345
Exactum Building
Pietari Kalmin katu 5
FIN-00560 Helsinki

Postal address:
P.O. Box 68
Dept of Computer Science
FIN-00014 University of Helsinki
Finland