Pedro L. C. Rodrigues

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 12

Top Topics

Variational Approximation

Event Related Potentials

Top Venues

Publications

Julia Linhart, Gabriel Victorino Cardoso, Alexandre Gramfort, Sylvain Le Corff, Pedro L. C. Rodrigues
Diffusion posterior sampling for simulation-based inference in tall data settings. CoRR (2024)
Nicholas Tolley, Pedro L. C. Rodrigues, Alexandre Gramfort, Stephanie R. Jones
Methods and considerations for estimating parameters in biophysically detailed neural models with simulation based inference. PLoS Comput. Biol. 20 (2) (2024)
Henrik Häggström, Pedro L. C. Rodrigues, Geoffroy Oudoumanessah, Florence Forbes, Umberto Picchini
Fast, accurate and lightweight sequential simulation-based inference using Gaussian locally linear mappings. CoRR (2024)
Henrik Häggström, Pedro L. C. Rodrigues, Geoffroy Oudoumanessah, Florence Forbes, Umberto Picchini
Fast, accurate and lightweight sequential simulation-based inference using Gaussian locally linear mappings. Trans. Mach. Learn. Res. 2024 (2024)
Julia Linhart, Alexandre Gramfort, Pedro L. C. Rodrigues
L-C2ST: Local Diagnostics for Posterior Approximations in Simulation-Based Inference. CoRR (2023)
Julia Linhart, Alexandre Gramfort, Pedro L. C. Rodrigues
Validation Diagnostics for SBI algorithms based on Normalizing Flows. CoRR (2022)
Laurent Bougrain, Sébastien Rimbert, Pedro L. C. Rodrigues, Geoffrey Canron, Fabien Lotte
Guidelines to use Transfer Learning for Motor Imagery Detection: an experimental study. NER (2021)
Pedro L. C. Rodrigues, Marco Congedo, Christian Jutten
Dimensionality Transcending: A Method for Merging BCI Datasets With Different Dimensionalities. IEEE Trans. Biomed. Eng. 68 (2) (2021)
Maëliss Jallais, Pedro L. C. Rodrigues, Alexandre Gramfort, Demian Wassermann
Cytoarchitecture Measurements in Brain Gray Matter Using Likelihood-Free Inference. IPMI (2021)
Pedro L. C. Rodrigues, Thomas Moreau, Gilles Louppe, Alexandre Gramfort
Leveraging Global Parameters for Flow-based Neural Posterior Estimation. CoRR (2021)
Pedro L. C. Rodrigues, Alexandre Gramfort
Learning summary features of time series for likelihood free inference. CoRR (2020)
Pedro L. C. Rodrigues, Luiz A. Baccalá
Statistically significant time-varying neural connectivity estimation using generalized partial directed coherence. EMBC (2016)
Pedro L. C. Rodrigues, Luiz A. Baccalá
A new algorithm for neural connectivity estimation of EEG event related potentials. EMBC (2015)