Luigi Acerbi

Cited by

	All	Since 2018
Citations	1084	885
h-index	13	12
i10-index	15	13

180

135

20082009201020112012201320142015201620172018201920202021202220235 7 4 1 17 20 28 26 39 46 164 110 133 148 152 176

Public access

View all

12 articles

0 articles

available

not available

Based on funding mandates

Co-authors

Wei Ji MaProfessor of Neuroscience and Psychology at New York UniversityVerified email at nyu.edu
Sethu VijayakumarProfessor of Robotics, University of Edinburgh; Programme Director at The Alan Turing Institute, UKVerified email at ed.ac.uk
Daniel WolpertProfessor of Neuroscience, Columbia UniversityVerified email at columbia.edu
Alberto DennunzioDipartimento di Informatica, Sistemistica e Comunicazione, Università degli Studi di Milano-BicoccaVerified email at disco.unimib.it
Enrico FormentiProfessor in Computer Science, Université Côte d'AzurVerified email at univ-cotedazur.fr
Samuel KaskiProfessor, Aalto University and University of ManchesterVerified email at aalto.fi
Dora E AngelakiProfessorVerified email at nyu.edu
Bas van OpheusdenPrinceton UniversityVerified email at princeton.edu
Michael S LandyProfessor of Psychology and Neural Science, New York UniversityVerified email at nyu.edu
Markus HeinonenAcademy research Fellow, Aalto UniversityVerified email at aalto.fi
Trung TrinhDoctoral candidateVerified email at aalto.fi
Grégoire Clartépost doc,University of HelsinkiVerified email at helsinki.fi
Chengkun LiUniversity of HelsinkiVerified email at helsinki.fi
Daolang HuangAalto UniversityVerified email at aalto.fi
Nisheet PatelUniversity of GenevaVerified email at unige.ch
Alexandre PougetUniversity of GenevaVerified email at unige.ch
Marlon TobabenPhD student, University of HelsinkiVerified email at helsinki.fi
Ayush BhartiPost-doctoral researcher at Aalto UniversityVerified email at aalto.fi
Amauri H. SouzaFederal Institute of CearáVerified email at ifce.edu.br
Megan A. K. PetersUC Irvine, NeuromatchVerified email at uci.edu

Luigi Acerbi

Assistant Professor of Machine and Human Intelligence, University of Helsinki

Verified email at helsinki.fi - Homepage

Machine Learning Bayesian Optimization Computational Neuroscience Probabilistic Inference Decision-making


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
Practical Bayesian Optimization for Model Fitting with Bayesian Adaptive Direct Search L Acerbi, WJ Ma Advances in Neural Information Processing Systems (NeurIPS 2017) 30, 1834-1844, 2017	215	2017
On the Origins of Suboptimality in Human Probabilistic Inference L Acerbi, S Vijayakumar, DM Wolpert PLOS Computational Biology 10 (6), e1003661, 2014	197	2014
Internal Representations of Temporal Statistics and Feedback Calibrate Motor-Sensory Interval Timing L Acerbi, DM Wolpert, S Vijayakumar PLoS computational biology 8 (11), e1002771, 2012	194	2012
Bayesian comparison of explicit and implicit causal inference strategies in multisensory heading perception L Acerbi, K Dokka, DE Angelaki, WJ Ma PLOS Computational Biology 14 (7), e1006110, 2018	84	2018
Variational Bayesian Monte Carlo L Acerbi Advances in Neural Information Processing Systems (NeurIPS 2018) 31, 8223-8233, 2018	64	2018
A Framework for Testing Identifiability of Bayesian Models of Perception L Acerbi, WJ Ma, S Vijayakumar Advances in Neural Information Processing Systems (NeurIPS 2014) 27, 1026-1034, 2014	61	2014
Conservation of some dynamical properties for operations on cellular automata L Acerbi, A Dennunzio, E Formenti Theoretical Computer Science 410 (38-40), 3685-3693, 2009	58	2009
Unbiased and efficient log-likelihood estimation with inverse binomial sampling B van Opheusden, L Acerbi, WJ Ma PLOS Computational Biology 16 (12), e1008483, 2020	37	2020
Variational Bayesian Monte Carlo with Noisy Likelihoods L Acerbi Advances in Neural Information Processing Systems (NeurIPS 2020) 33, 2020	29	2020
Human online adaptation to changes in prior probability EH Norton, L Acerbi, WJ Ma, MS Landy PLOS Computational Biology 15 (7), e1006681, 2019	29	2019
Shifting and lifting of cellular automata L Acerbi, A Dennunzio, E Formenti Computation and Logic in the Real World, 1-10, 2007	24	2007
Target Uncertainty Mediates Sensorimotor Error Correction L Acerbi, S Vijayakumar, DM Wolpert PLOS ONE 12 (1), e0170466, 2017	19	2017
Uncertainty is maintained and used in working memory AH Yoo, L Acerbi, WJ Ma Journal of Vision 21 (8), 13, 2021	16	2021
The role of sensory uncertainty in simple contour integration Y Zhou, L Acerbi, WJ Ma PLOS Computational Biology, 2020 16 (11), e1006308, 2020	12*	2020
Surjective multidimensional cellular automata are non-wandering: A combinatorial proof L Acerbi, A Dennunzio, E Formenti Information Processing Letters 113 (5-6), 156-159, 2013	12	2013
An Exploration of Acquisition and Mean Functions in Variational Bayesian Monte Carlo L Acerbi Symposium on Advances in Approximate Bayesian Inference (AABI), 1-10, 2019	9	2019
Tackling covariate shift with node-based Bayesian neural networks T Trinh, M Heinonen, L Acerbi, S Kaski 39th International Conference on Machine Learning (ICML 2022), 2022	5	2022
PyVBMC: Efficient Bayesian inference in Python B Huggins, C Li, M Tobaben, MJ Aarnos, L Acerbi Journal of Open Source Software 8 (86), 5428, 2023	3	2023
Learning Robust Statistics for Simulation-based Inference under Model Misspecification D Huang, A Bharti, A Souza, L Acerbi, S Kaski Advances in Neural Information Processing Systems (NeurIPS 2023) 36, 2023	3	2023
Dynamic allocation of limited memory resources in reinforcement learning N Patel, L Acerbi, A Pouget Advances in Neural Information Processing Systems (NeurIPS 2020) 33, 2020	3	2020

The system can't perform the operation now. Try again later.

Articles 1–20

Citations per year

Duplicate citations

Merged citations

Add co-authorsCo-authors

Follow

Cited by

Co-authors