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Publications

Cette page présente les publications du Centre Borelli déposées sur le serveur HAL.

Affichage des publications 91 à 100 sur 1517 au total

Optimization and Control

Structured Deformation Modeling with Implicit Deformation Modules

This paper presents a comprehensive theoretical exploration of implicit deformation modules and their application in shape analysis, especially registration problems. The implicit deformation module framework enables the generation of advanced…

Benjamin Charlier, Barbara Gris, Adel Redjimi, Alain Trouvé

Functional Analysis

Nonlinear Lebesgue spaces: Dense subspaces, completeness and separability

L^p spaces of mappings taking values in arbitrary metric spaces, which we call nonlinear Lebesgue spaces, play an important role in several fields of mathematics. For instance, membership in these spaces is typically required for transport maps in…

Guillaume Sérieys, Alain Trouvé

Statistics

Uncovering Social Network Activity Using Joint User and Topic Interaction

The emergence of online social platforms, such as social networks and social media, has drastically affected the way people apprehend the information flows to which they are exposed. In such platforms, various information cascades spreading among…

Gaspard Abel, Argyris Kalogeratos, Jean-Pierre Nadal, Julien Randon-Furling

IEEE Transactions on Computational Social Systems -

Applications

7-year trend of timely hepatitis B birth dose vaccination coverage in The Gambia: a retrospective, population-based analysis

Background According to WHO and UNICEF, Africa has the lowest coverage (18%) of timely (within the first 24 h) hepatitis B birth dose (HepB-BD) vaccination worldwide. To eliminate hepatitis B by 2030, 90% vaccination coverage is required…

Gibril Ndow, Isatou Cham, Rohey Bangura, Sainabou Drammeh, Cecile de Bezenac, Sarwar Golam S, Esu Ezeani, Pierre Gomez, Sheriff Badjie, Sidat Fofana, Mustapha Bittaye, Grant Mackenzie, Julien Randon-Furling, Umberto D’alessandro, Yusuke Shimakawa, Maud Lemoine

The Lancet global health -

Biomechanics

Impact of sensory afferences in postural control quantified by force platform in healthy older adults: systematic review and meta-analysis

Postural balance in older adults is a key research focus, as impaired balance significantly increases fall risk, potentially leading to severe injury or mortality. Given age-related sensory decline, force-platform posturography assessing sensory…

J. Aflalo, C. Truong, A. Nicolaï, L. Gouzer, B. Morisset, F. Bertin-Hugault, D. Ricard, F. Quijoux

Experimental Gerontology -

Machine Learning

Repulsive Monte Carlo on the sphere for the sliced Wasserstein distance

In this paper, we consider the problem of computing the integral of a function on the unit sphere, in any dimension, using Monte Carlo methods. Although the methods we present are general, our guiding thread is the sliced Wasserstein distance…

Vladimir Petrovic, Rémi Bardenet, Agnès Desolneux

Transactions on Machine Learning Research Journal -

Machine Learning

Cascaded Transfer: Learning Many Tasks under Budget Constraints

In distributed applications, such as energy demand forecasting at the substation level or federated learning, a large number of related tasks must be learned by different models, while the exact task relationships are unknown. We propose the novel…

Eloi Campagne, Yvenn Amara-Ouali, Yannig Goude, Mathilde Mougeot, Argyris Kalogeratos

Santé publique et épidémiologie

Psychosocial work factors and subsequent mental health service use: a prospective study using the national ESPS survey in France

The objective was to study the prospective associations between psychosocial work factors and mental health service use. The study used data from the national French periodical ESPS survey collected in 2010, 2012, and 2014 and linked to the national…

Isabelle Niedhammer, Maël Quatrevaux, Sandrine Bertrais

European Journal of Public Health -