research
∙
10/11/2022
Computationally-efficient initialisation of GPs: The generalised variogram method
We present a computationally-efficient strategy to find the hyperparamet...
share
research
∙
02/26/2021
Streaming computation of optimal weak transport barycenters
We introduce the weak barycenter of a family of probability distribution...
research
∙
12/11/2019
The Wasserstein-Fourier Distance for Stationary Time Series
We introduce a novel framework for analysing stationary time series base...
research
∙
04/24/2018
Data-driven regularization of Wasserstein barycenters with an application to multivariate density registration
We present a framework to simultaneously align and smooth data in the fo...
research
∙
11/24/2017