Publications

You can also find my articles on my Google Scholar profile.

Preprints

Multiple instance learning with spatial transcriptomics for interpretable patient-level predictions: application in glioblastoma

bioRxiv, 2025

Simon Grouard, Christian Esposito, Jean El Khoury, Valérie Ducret, Céline Thiriez, Loïc Herpin, Anaïs Chossegros, Caroline Hoffmann, Quentin Bayard, Geneviève Robin, Nicole Tay, Esther Baena, MOSAIC Consortium, Eric Durand, Almudena Espin Perez, Lucas Fidon
Download Paper

Journal Articles

Optimizing the diffusion coefficient of overdamped Langevin dynamics

Mathematics of Computation, 2025

T. Lelièvre, G. A. Pavliotis, G. Robin, R. Santet, G. Stoltz
Download Paper

Inference of Multiscale Gaussian Graphical Models

COMPUTO, 2023

Edmond Sanou, Christophe Ambroise, Geneviève Robin
Download Paper

Profiling the response to lumacaftor‐ivacaftor in children with cystic between fibrosis and new insight from a French‐Italian real‐life cohort

Pediatric Pulmonology, 2022

Cornet M, Robin G, Ciciriello F, Bihouee T, Marguet C, Roy V, Lebourgeois M, Chedevergne F, Bonnel AS, Kelly M, Reix P, Lucidi V, Stoven V, Sermet-Gaudelus I.
Download Paper

Outliers Detection in Networks with Missing Links

Computational Statistics & Data Analysis, 2021

Solenne Gaucher, Olga Klopp, Geneviève Robin
Download Paper

Imputation of incomplete large- scale monitoring count data via penalized estimation

Methods in Ecology and Evolution, 2021

Dakki M, Robin G, Suet M, et al.
Download Paper

Low-rank model with covariates for count data with missing values

Journal of Multivariate Analysis, 2019

Geneviève Robin, Julie Josse, Éric Moulines, Sylvain Sardy
Download Paper

Main eﬀects and interactions in mixed and incomplete data frames

Journal of American Statistical Association, 2019

Geneviève Robin, Olga Klopp, Julie Josse, Éric Moulines, Robert Tibshirani
Download Paper

Imputation of mixed data with multilevel singular value decomposition

Journal of Computational and Graphical Statistics, 2019

François Husson, Julie Josse, Balasubramanian Narasimhan, Geneviève Robin
Download Paper

Incomplete graphical model inference via latent tree aggregation

Statistical Modelling, 2018

Geneviève Robin, Christophe Ambroise, Stéphane Robin
Download Paper

Conference Papers

Robust sensitivity control in digital pathology via tile score distribution matching

MICCAI, 2025

Arthur Pignet, John Klein, Geneviève Robin, and Antoine Olivier
Download Paper

Distilling foundation models for robust and efficient models in digital pathology

MICCAI, 2025

Alexandre Filiot, Nicolas Dop, Oussama Tchita, Auriane Riou, Rémy Dubois, Thomas Peeters, Daria Valter, Marin Scalbert, Charlie Saillard, Geneviève Robin, Antoine Olivier.
Download Paper

Generative methods for sampling transition paths in molecular dynamics

CEMRACS 2021, 2023

Tony Lelièvre, Geneviève Robin, Innas Sekkat, Gabriel Stoltz and Gabriel Victorino Cardoso'
Download Paper

A Statistical Learning Take on the Concordance Index for Survival Analysis

AISTATS, 2023

Kevin Elgui, Alex Nowak and Geneviève Robin.
Download Paper

A Patient-Specific Single Equivalent Dipole Model

2022 Computing in Cardiology (CinC), 2023

Gabriel Cardoso, Geneviève Robin, Andony Arrieula, Mark Potse, Michel Haïssaguerre, Eric Moulines, Rémi Dubois
Download Paper

Federated Expectation Maximization with heterogeneity mitigation and variance reduction

Advances in Neural Information Processing Systems 34. NeurIPS 2021, 2021

Aymeric Dieuleveut, Gersende Fort, Eric Moulines, and Geneviève Robin.
Download Paper

Low-rank Interaction with Sparse Additive Effects Model for Large Data Frames

Advances in Neural Information Processing Systems 32. NeurIPS 2018, 2018

Geneviève Robin, Hoi-To Wai, Julie Josse, Olga Klopp, Éric Moulines.
Download Paper

Geneviève Robin, PhD

Publications

Preprints

Journal Articles

Conference Papers