Scholar
Aapo Hyvärinen
Google Scholar ID: UnrY-40AAAAJ
University of Helsinki
Citations & Impact
Citations
24,136
H-index
49
i10-index
111
Publications
20
Co-authors
78
list available
Contact
No contact links provided.
Publications
Resume (English only)
Academic Achievements
- Books:
- - Painful intelligence: What AI can tell us about human suffering (2022/24)
- - Natural Image Statistics (2009)
- - Independent Component Analysis (2001)
- Recent papers:
- - Multi-View Causal Discovery Without Non-Gaussianity: Identifiability and Algorithms (Arxiv)
- - A noise-corrected Langevin algorithm and sampling by half-denoising (TMLR)
- - Second-order instantaneous causal analysis of spontaneous MEG (Imag Neurosci)
- - Density Ratio Estimation with Conditional Probability Paths (ICML2025)
Background
- Professor of Computer Science (Machine Learning)
- Helsinki Probabilistic Machine Learning Lab
- Research interests include: multi-view causal discovery, nonlinear independent component analysis, etc.
Miscellany
- Quote from Seneca expressing views on scientific research
