1 citations · 1 across the 3 of their papers we have counts for
3 papers
PAVI: Plate-Amortized Variational Inference
Louis Rouillard, Alexandre Le Bris, Thomas Moreau +1
Given observed data and a probabilistic generative model, Bayesian inference searches for the distribution of the model's parameters that could have yielded the data. Inference is…
Extracting the Groupwise Core Structural Connectivity Network: Bridging Statistical and Graph-Theoretical Approaches
Nahuel Lascano, Guillermo Gallardo, Rachid Deriche +2
Finding the common structural brain connectivity network for a given population is an open problem, crucial for current neuro-science. Recent evidence suggests there's a tightly co…
Groupwise Structural Parcellation of the Cortex: A Sound Approach Based on Logistic Models
Guillermo Gallardo, William Wells, Rachid Deriche +1
Current theories hold that brain function is highly related to long-range physical connections through axonal bundles, namely extrinsic connectiv-ity. However, obtaining a groupwis…