Alert button
Picture for Luigi Acerbi

Luigi Acerbi

Alert button

PyBADS: Fast and robust black-box optimization in Python

Add code
Bookmark button
Alert button
Jun 27, 2023
Gurjeet Sangra Singh, Luigi Acerbi

Viaarxiv icon

Practical Equivariances via Relational Conditional Neural Processes

Add code
Bookmark button
Alert button
Jun 19, 2023
Daolang Huang, Manuel Haussmann, Ulpu Remes, ST John, Grégoire Clarté, Kevin Sebastian Luck, Samuel Kaski, Luigi Acerbi

Viaarxiv icon

Input gradient diversity for neural network ensembles

Add code
Bookmark button
Alert button
Jun 05, 2023
Trung Trinh, Markus Heinonen, Luigi Acerbi, Samuel Kaski

Figure 1 for Input gradient diversity for neural network ensembles
Figure 2 for Input gradient diversity for neural network ensembles
Figure 3 for Input gradient diversity for neural network ensembles
Figure 4 for Input gradient diversity for neural network ensembles
Viaarxiv icon

Learning Robust Statistics for Simulation-based Inference under Model Misspecification

Add code
Bookmark button
Alert button
May 25, 2023
Daolang Huang, Ayush Bharti, Amauri Souza, Luigi Acerbi, Samuel Kaski

Figure 1 for Learning Robust Statistics for Simulation-based Inference under Model Misspecification
Figure 2 for Learning Robust Statistics for Simulation-based Inference under Model Misspecification
Figure 3 for Learning Robust Statistics for Simulation-based Inference under Model Misspecification
Figure 4 for Learning Robust Statistics for Simulation-based Inference under Model Misspecification
Viaarxiv icon

PyVBMC: Efficient Bayesian inference in Python

Add code
Bookmark button
Alert button
Mar 16, 2023
Bobby Huggins, Chengkun Li, Marlon Tobaben, Mikko J. Aarnos, Luigi Acerbi

Figure 1 for PyVBMC: Efficient Bayesian inference in Python
Viaarxiv icon

Fast post-process Bayesian inference with Sparse Variational Bayesian Monte Carlo

Add code
Bookmark button
Alert button
Mar 09, 2023
Chengkun Li, Grégoire Clarté, Luigi Acerbi

Figure 1 for Fast post-process Bayesian inference with Sparse Variational Bayesian Monte Carlo
Figure 2 for Fast post-process Bayesian inference with Sparse Variational Bayesian Monte Carlo
Figure 3 for Fast post-process Bayesian inference with Sparse Variational Bayesian Monte Carlo
Figure 4 for Fast post-process Bayesian inference with Sparse Variational Bayesian Monte Carlo
Viaarxiv icon

Online simulator-based experimental design for cognitive model selection

Add code
Bookmark button
Alert button
Mar 03, 2023
Alexander Aushev, Aini Putkonen, Gregoire Clarte, Suyog Chandramouli, Luigi Acerbi, Samuel Kaski, Andrew Howes

Figure 1 for Online simulator-based experimental design for cognitive model selection
Figure 2 for Online simulator-based experimental design for cognitive model selection
Figure 3 for Online simulator-based experimental design for cognitive model selection
Figure 4 for Online simulator-based experimental design for cognitive model selection
Viaarxiv icon

Tackling covariate shift with node-based Bayesian neural networks

Add code
Bookmark button
Alert button
Jun 06, 2022
Trung Trinh, Markus Heinonen, Luigi Acerbi, Samuel Kaski

Figure 1 for Tackling covariate shift with node-based Bayesian neural networks
Figure 2 for Tackling covariate shift with node-based Bayesian neural networks
Figure 3 for Tackling covariate shift with node-based Bayesian neural networks
Figure 4 for Tackling covariate shift with node-based Bayesian neural networks
Viaarxiv icon

Parallel MCMC Without Embarrassing Failures

Add code
Bookmark button
Alert button
Mar 29, 2022
Daniel Augusto de Souza, Diego Mesquita, Samuel Kaski, Luigi Acerbi

Figure 1 for Parallel MCMC Without Embarrassing Failures
Figure 2 for Parallel MCMC Without Embarrassing Failures
Figure 3 for Parallel MCMC Without Embarrassing Failures
Figure 4 for Parallel MCMC Without Embarrassing Failures
Viaarxiv icon

Variational Bayesian Monte Carlo with Noisy Likelihoods

Add code
Bookmark button
Alert button
Jun 15, 2020
Luigi Acerbi

Figure 1 for Variational Bayesian Monte Carlo with Noisy Likelihoods
Figure 2 for Variational Bayesian Monte Carlo with Noisy Likelihoods
Figure 3 for Variational Bayesian Monte Carlo with Noisy Likelihoods
Figure 4 for Variational Bayesian Monte Carlo with Noisy Likelihoods
Viaarxiv icon