Pierre Latouche

Cluster-Specific Predictions with Multi-Task Gaussian Processes

2020 · arXiv (Cornell University)

A model involving Gaussian processes (GPs) is introduced to simultaneously handle multi-task learning, clustering, and prediction for multiple functional data. This procedure acts as a model-based clustering method for functional data as well as a …