Aapo Hyvärinen



ArXiv: Variational Autoencoders and Nonlinear ICA: A Unifying Framework

UAI2019: Causal Discovery with General Non-Linear Relationships Using Non-Linear ICA

AISTATS2019: Nonlinear ICA Using Auxiliary Variables and Generalized Contrastive Learning

AISTATS2019: Estimation of Non-Normalized Mixture Models and Clustering Using Deep Representation

Arxiv: Neural Empirical Bayes

NeuroImage: Decoding attentional states for neurofeedback: Mindfulness vs. wandering thoughts

Github: Code for Time-Contrastive Learning

Contact Information at University of Helsinki

Email: aapo.hyvarinenhelsinki.fi

Not very much present in Helsinki in the near future

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

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