2 papers
stat.ME2019
Fréchet Change Point Detection
Paromita Dubey, Hans-Georg Müller
We propose a method to infer the presence and location of change-points in the distribution of a sequence of independent data taking values in a general metric space, where change-…
stat.ME2018
Wasserstein Covariance for Multiple Random Densities
Alexander Petersen, Hans-Georg Müller
A common feature of methods for analyzing samples of probability density functions is that they respect the geometry inherent to the space of densities. Once a metric is specified…