8 citations · 16 across the 4 of their papers we have counts for
4 papers
Deep functional multiple index models with an application to SER
Matthieu Saumard, Abir El Haj, Thibault Napoleon
Speech Emotion Recognition (SER) plays a crucial role in advancing human-computer interaction and speech processing capabilities. We introduce a novel deep-learning architecture de…
Improving prediction performance of stellar parameters using functional models
Sylvain Robbiano, Matthieu Saumard, Michel Curé
This paper investigates the problem of prediction of stellar parameters, based on the star's electromagnetic spectrum. The knowledge of these parameters permits to infer on the evo…
Nonparametric testing for no-effect with functional responses and functional covariates
Valentin Patilea, Cesar Sanchez-Sellero, Matthieu Saumard
This paper examines the problem of nonparametric testing for the no-effect of a random covariate (or predictor) on a functional response. This means testing whether the conditional…
Projection-based nonparametric goodness-of-fit testing with functional covariates
Valentin Patilea, Cesar Sanchez-Sellero, Matthieu Saumard
This paper studies the problem of nonparametric testing for the effect of a random functional covariate on a real-valued error term. The covariate takes values in , the H…