2 citations
- Université Polytechnique Hauts-de-FranceFR2 papers
- Centre National de la Recherche ScientifiqueFR1 paper
- Group Image (Poland)PL1 paper
- Hebrew CollegeUS1 paper
- INSA Hauts-de-France1 paper
- Institut de Mathématiques de ToulouseFR1 paper
- Institut National des Sciences Appliquées de LyonFR1 paper
- Institut National des Sciences Appliquées de ToulouseFR1 paper
- KTH Royal Institute of TechnologySE1 paper
- Laboratoire Bordelais de Recherche en InformatiqueFR1 paper
- Laboratoire d'Automatique, de Mécanique et d'Informatique Industrielles et HumainesFR1 paper
- Laboratoire de Mathématiques de BesançonFR1 paper
6 papers
Scalable multitask Gaussian processes for complex mechanical systems with functional covariates
Razak Christophe Sabi Gninkou, Andrés F. López-Lopera, Franck Massa +1
Functional covariates arise in many scientific and engineering applications when model inputs take the form of time-dependent or spatially distributed profiles, such as varying bou…
Gaussian Process-driven Hidden Markov Models for Early Diagnosis of Infant Gait Anomalies
Luis Torres-Torres F., Jonatan Arias-García, Hernán F. García +2
Gait analysis is critical in the early detection and intervention of motor neurological disorders in infants. Despite its importance, traditional methods often struggle to model th…
Error Bounds for a Kernel-Based Constrained Optimal Smoothing Approximation
Laurence Grammont, François Bachoc, Andrés F. López-Lopera
This paper establishes error bounds for the convergence of a piecewise linear approximation of the constrained optimal smoothing problem posed in a reproducing kernel Hilbert space…
Asymptotic analysis for covariance parameter estimation of Gaussian processes with functional inputs
Lucas Reding, Andrés F. López-Lopera, François Bachoc
We consider covariance parameter estimation for Gaussian processes with functional inputs. From an increasing-domain asymptotics perspective, we prove the asymptotic consistency an…
Estimation of subcritical Galton Watson processes with correlated immigration
Yacouba Boubacar Mainassara, Landy Rabehasaina
We consider an observed subcritical Galton Watson process with correlated stationary immigration process . Two situations a…
On the independence complex of square grids
Mireille Bousquet-Mélou, Svante Linusson, Eran Nevo
The enumeration of independent sets of regular graphs is of interest in statistical mechanics, as it corresponds to the solution of hard-particle models. In 2004, it was conjecture…