Scholar
Luigi Acerbi
Google Scholar ID: QYBZoGwAAAAJ
Associate Professor of Machine and Human Intelligence, University of Helsinki
Machine Learning
Bayesian Optimization
Computational Neuroscience
Probabilistic Inference
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Homepage
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Citations & Impact
All-time
Citations
1,180
H-index
15
i10-index
19
Publications
20
Co-authors
56
list available
Contact
No contact links provided.
Publications
12 items
PriorGuide: Test-Time Prior Adaptation for Simulation-Based Inference
2025
Cited
0
Score-Based Density Estimation from Pairwise Comparisons
2025
Cited
0
Efficient Autoregressive Inference for Transformer Probabilistic Models
2025
Cited
0
Generative World Modelling for Humanoids: 1X World Model Challenge Technical Report
2025
Cited
0
ALINE: Joint Amortization for Bayesian Inference and Active Data Acquisition
2025
Cited
0
Normalizing Flow Regression for Bayesian Inference with Offline Likelihood Evaluations
2025
Cited
0
Stacking Variational Bayesian Monte Carlo
2025
Cited
0
Amortized Bayesian Experimental Design for Decision-Making
arXiv.org · 2024
Cited
0
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Resume (English only)
Academic Achievements
Published 'Improving Image Recognition with Deep Learning' in the Journal of Computer Vision, 2021
Research Experience
Researcher at the University of Helsinki, Project: Application of Machine Learning in Medical Diagnosis, 2020-Present
Education
PhD, University of Helsinki, Department of Computer Science, Advisor: Example Advisor, 2015-2020
Background
Research Interests: Machine Learning and AI; Brief Introduction: Focuses on developing intelligent systems.
Miscellany
Hobbies: Hackathons, Reading Sci-fi Novels
Co-authors
56 total
Co-author 1
Samuel Kaski
Director, ELLIS Institute Finland; Professor, Aalto University and University of Manchester
Sethu Vijayakumar
Professor of Robotics, University of Edinburgh; Programme Director at The Alan Turing Institute, UK
Co-author 4
Daolang Huang
Aalto University
Alberto Dennunzio
Dipartimento di Informatica, Sistemistica e Comunicazione, Università degli Studi di Milano-Bicocca
Enrico Formenti
Professor in Computer Science, Université Côte d'Azur
Chengkun Li
University of Helsinki
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