Aapo Hyvärinen



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

UAI2018: A Unified Probabilistic Model for Learning Latent Factors and Their Connectivities from High-Dimensional Data

Arxiv: Deep Energy Estimator Networks

Arxiv: Neural-Kernelized Conditional Density Estimation

Github: Code for Time-Contrastive Learning

Home page at University of Helsinki


Professor of Computer Science (Machine Learning)


A randomized research manifesto ?