Samuel Kaski
Scholar

Samuel Kaski

Google Scholar ID: uF6H9jMAAAAJ
Director, ELLIS Institute Finland; Professor, Aalto University and University of Manchester
Probabilistic machine learningAI4ScienceCollaborative AI
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Citations & Impact
All-time
Citations
8,118
 
H-index
44
 
i10-index
164
 
Publications
20
 
Co-authors
101
list available
Publications
55 items
The Hidden Ratio in Adam: Stable Structure, Compression, and Sign Dynamics
2026
Cited
0
Propose to Learn, Learn to Propose: Evaluability-Aware Assistance under Bounded Rationality
2026
Cited
0
Decafs: Disentangled Conditional adversarial Flows
2026
Cited
0
Robust Bayesian Decision Making under Adversarial Uncertainty
2026
Cited
0
Human-Machine Collaboration on Generative Meta-Learning: Model and Algorithm
2026
Cited
0
Efficient Adaptive Data Acquisition via Pretrained Belief Representations
2026
Cited
0
Generative-Model Predictive Planning for Navigation in Partially Observable Environments
2026
Cited
0
Divide-and-Denoise: A Game-Theoretic Method for Fairly Composing Diffusion Models
2026
Cited
0
Co-authors
9 total
Jaakko Peltonen
Jaakko Peltonen
Professor, Tampere University
Arto Klami
Arto Klami
Professor, University of Helsinki
Markus Heinonen
Markus Heinonen
Academy research Fellow, Aalto University
Giulio Jacucci
Giulio Jacucci
University of Helsinki
Kai Puolamäki
Kai Puolamäki
Professor, University of Helsinki, Finland
Tuukka Ruotsalo
Tuukka Ruotsalo
LUT University and University of Copenhagen
Antti Honkela
Antti Honkela
Professor, University of Helsinki
Michael U. Gutmann
Michael U. Gutmann
University of Edinburgh