Publications

Machine Learning

Concentration Inequalities for Two-Sample Rank Processes with Application to Bipartite Ranking

The ROC curve is the gold standard for measuring the performance of a test/scoring statistic regarding its capacity to discriminate between two statistical populations in a wide variety of applications, ranging from anomaly detection in signal…

Stéphan Clémençon, Myrto Limnios, Nicolas Vayatis

Electronic Journal of Statistics - 2021

Modeling and Simulation

Numerical method for the computation of first-arrival time of seismic waves with general anisotropy

We present a numerical method for computing the first arrival time of seismic waves. The scheme can tackle three dimensional media with elastic properties defined by a fully anisotropic Hooke tensor. Our numerical method proceeds in a single pass…

François Desquilbet, Ludovic Métivier, Jean-Marie Mirebeau

First International Meeting for Applied Geoscience & Energy - 2021

Life Sciences

Receptor Tyrosine Kinase KIT: A New Look for an Old Receptor

Receptor tyrosine kinases (RTKs) control various signalling pathways in cells. Their remarkable conformational plasticity enables the specific recognition of many molecules such as ligands, substrates or proteins. In solution, RTKs are in…

Tchertanov L & Ledoux, Julie Ledoux

The 3rd Struchkov Meeting (2021) – Struchkov Prize Society (struchkovprizeassociation.org) - 2021

Engineering Sciences

Surrogate model based approach to predict fatigue stress field in multi-stranded cables

A. Belkhabbaz, M. Gueguin, F. Hafid, C. Yang, O. Allix, Jean-Michel Ghidaglia

International Journal of Solids and Structures - 2021

Probability

On quantitative Laplace-type convergence results for some exponential probability measures, with two applications

Laplace-type results characterize the limit of sequence of measures (πε)ε>0 with density w.r.t the Lebesgue measure (dπε/dλ)(x) ∝ exp[−U (x)/ε] when the temperature ε > 0 converges to 0. If a limiting distribution π0 exists, it concentrates on…

Valentin de Bortoli, Agnès Desolneux

Statistics

High dimensional pattern learning applied to symbolic time-series

Bien que l'adoption de l'apprentissage automatique dans de nombreux contextes appliqués ait connu une croissance rapide au cours de la dernière décennie, son utilisation dans certains environnements industriels reste problématique. La raison…

Amir Dib

Human-Computer Interaction

La Réalité Virtuelle au service de la conception architecturale participative : une étude exploratoire

La conception architecturale constitue un domaine d’intervention complexe pour l’ergonomie. En particulier, de nombreux auteurs et praticiens s’interrogent sur les meilleures manières de faire pour intégrer une perspective centrée sur l’activité…

Clémence Fandard, Matilde Lima De Albuquerque, Jeanne Vezien, Stéphane Safin, Julien Nelson

ERGO'IA 2021 - 2021

Théorie des représentations

Characterization of the symmetry class of an Elasticity tensor using polynomial covariants

Marc Olive, Boris Kolev, R. Desmorat, Boris Desmorat

Mathematics and Mechanics of Solids - 2021

Mécanique des matériaux

Poynting Effects in Pantographic Metamaterial Captured via Multiscale DVC

Patrick Auger, Thomas Lavigne, Benjamin Smaniotto, Mario Spagnuolo, Francesco Dell'isola, François Hild

Journal of Strain Analysis for Engineering Design - 2021

Humanities and Social Sciences

Impact du programme de prévention "Atout Age" sur le risque de chute par la mesure objective de la marche

Legrand Florian, Eychene Jean-Marc, Nicolaï Alice, Audiffren Julien, Armelle Klein, Labourdette Christophe, Laurent Oudre, Vayatis Nicolas, Vidal Pierre-Paul, Sandron Frédéric

L'Année Gérontologique - 2020