Aapo Hyvärinen



AISTATS2020: Variational Autoencoders and Nonlinear ICA: A Unifying Framework

JMLR: Neural Empirical Bayes

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

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

Github: Code for Time-Contrastive Learning

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Professor of Computer Science (Machine Learning)

From April 2019:
Visiting INRIA-Saclay, Parietal Team


A randomized research manifesto ?