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Luigi Acerbi
Luigi Acerbi
Assistant Professor of Machine and Human Intelligence, University of Helsinki
E-mail confirmado em helsinki.fi - Página inicial
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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
2412017
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
2072012
On the Origins of Suboptimality in Human Probabilistic Inference
L Acerbi, S Vijayakumar, DM Wolpert
PLOS Computational Biology 10 (6), e1003661, 2014
2002014
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
952018
Variational Bayesian Monte Carlo
L Acerbi
Advances in Neural Information Processing Systems (NeurIPS 2018) 31, 8223-8233, 2018
682018
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
622014
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
592009
Unbiased and efficient log-likelihood estimation with inverse binomial sampling
B van Opheusden*, L Acerbi*, WJ Ma
PLOS Computational Biology 16 (12), e1008483, 2020
392020
Variational Bayesian Monte Carlo with Noisy Likelihoods
L Acerbi
Advances in Neural Information Processing Systems (NeurIPS 2020) 33, 2020
352020
Human online adaptation to changes in prior probability
EH Norton, L Acerbi, WJ Ma, MS Landy
PLOS Computational Biology 15 (7), e1006681, 2019
342019
Shifting and lifting of cellular automata
L Acerbi, A Dennunzio, E Formenti
Computation and Logic in the Real World, 1-10, 2007
242007
Uncertainty is maintained and used in working memory
AH Yoo, L Acerbi, WJ Ma
Journal of Vision 21 (8), 13, 2021
232021
Target Uncertainty Mediates Sensorimotor Error Correction
L Acerbi, S Vijayakumar, DM Wolpert
PLOS ONE 12 (1), e0170466, 2017
202017
Brain-wide representations of prior information in mouse decision-making
C Findling, F Hubert, International Brain Laboratory, L Acerbi, B Benson, ...
bioRxiv, 2023.07. 04.547684, 2023
172023
The role of sensory uncertainty in simple contour integration
Y Zhou*, L Acerbi*, WJ Ma
PLOS Computational Biology, 2020 16 (11), e1006308, 2020
14*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
122013
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
92019
Parallel MCMC Without Embarrassing Failures
DA de Souza, D Mesquita, S Kaski, L Acerbi
25th Int. Conf. on Artificial Intelligence & Statistics (AISTATS 2022), PMLR …, 2022
72022
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
62023
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
52022
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