research
∙
10/26/2022
Nonlinear System Identification: Learning while respecting physical models using a sequential Monte Carlo method
Identification of nonlinear systems is a challenging problem. Physical k...
share
research
∙
11/27/2018
Robust Semi-Supervised Learning when Labels are Missing at Random
Semi-supervised learning methods are motivated by the relative paucity o...
research
∙
06/13/2016
Prediction performance after learning in Gaussian process regression
This paper considers the quantification of the prediction performance in...
research
∙
03/20/2015