4 papers
Perceptual multistability: a window for a multi-facet understanding of psychiatric disorders
Shervin Safavi, Danaé Rolland, Philipp Sterzer +2
Perceptual multistability, observed across species and sensory modalities, offers valuable insights into numerous cognitive functions and dysfunctions. For instance, differences in…
Circular Belief Propagation for Approximate Probabilistic Inference
Vincent Bouttier, Renaud Jardri, Sophie Deneve
Belief Propagation (BP) is a simple probabilistic inference algorithm, consisting of passing messages between nodes of a graph representing a probability distribution. Its analogy…
A normative approach to radicalization in social networks
Vincent Bouttier, Salomé Leclercq, Renaud Jardri +1
In recent decades, the massification of online social connections has made information globally accessible in a matter of seconds. Unfortunately, this has been accompanied by a dra…
Structured Sparse Principal Components Analysis with the TV-Elastic Net penalty
Amicie de Pierrefeu, Tommy Löfstedt, Fouad Hadj-Selem +4
Principal component analysis (PCA) is an exploratory tool widely used in data analysis to uncover dominant patterns of variability within a population. Despite its ability to repre…