Gaussian Graphical Model Exploration and Selection in High Dimension Low Sample Size Setting. - Thomas Lartigue; Simona Bottani; Stephanie Baron; Olivier Colliot; Stanley Durrleman; Stéphanie Allassonnière (IEEE Trans. Pattern Anal. Mach. Intell., 2021)

Mixture of Conditional Gaussian Graphical Models for Unlabelled Heterogeneous Populations in the Presence of Co-factors. - Thomas Lartigue; Stanley Durrleman; Stéphanie Allassonnière (SN Comput. Sci., 2021)

Deterministic Approximate EM Algorithm; Application to the Riemann Approximation EM and the Tempered EM. - Thomas Lartigue; Stanley Durrleman; Stéphanie Allassonnière (Algorithms, 2022)

On unsupervised projections and second order signals. - Thomas Lartigue; Sach Mukherjee (CoRR, 2022)

Scalable Regularised Joint Mixture Models. - Thomas Lartigue; Sach Mukherjee (CoRR, 2022)

Regularized Joint Mixture Models. - Konstantinos Perrakis; Thomas Lartigue; Frank Dondelinger; Sach Mukherjee (J. Mach. Learn. Res., 2023)