23 citations · 24 across the 4 of their papers we have counts for
4 papers
Classification of multiple segmented profiles, application to the study of the neuronal protein Tau
Vincent Brault, Emilie Lebarbier, Amélie Rosier +1
This work is motivated by an application in neuroscience, in particular by the study of the (dys)functioning of a protein called Tau. The objective is to establish a classification…
Warped Kernel Estimator for I.I.D. Paths of Diffusion Processes
Nicolas Marie, Amélie Rosier
This paper deals with a nonparametric warped kernel estimator of the drift function computed from independent continuous observations of a diffusion process. A risk bo…
Nadaraya-Watson Estimator for I.I.D. Paths of Diffusion Processes
Nicolas Marie, Amélie Rosier
This paper deals with a nonparametric Nadaraya-Watson estimator of the drift function computed from independent continuous observations of a diffusion process. Risk bounds…
Tight Risk Bound for High Dimensional Time Series Completion
Pierre Alquier, Nicolas Marie, Amélie Rosier
Initially designed for independent datas, low-rank matrix completion was successfully applied in many domains to the reconstruction of partially observed high-dimensional time seri…