Gonzalo Rios

Learning non-Gaussian Time Series using the Box-Cox Gaussian Process

Felipe A. Tobar, Gonzalo Rios, Felipe A. Tobar, 2018, 2018 International Joint Conference on Neural Networks (IJCNN).

A simple scheme for the parallelization of particle filters and its application to the tracking of complex stochastic systems

Dan Crisan, Gonzalo Rios, Joaquin Miguez, 2014, 1407.8071.

Compositionally-Warped Gaussian Processes

Felipe A. Tobar, Gonzalo Rios, Gonzalo Rios, 2019, Neural Networks.

Stochastic Gradient Descent in Wasserstein Space

Felipe A. Tobar, J. Fontbona, J. Backhoff-Veraguas, 2022, 2201.04232.

Bayesian Learning with Wasserstein Barycenters pdf

Felipe A. Tobar, Gonzalo Rios, Julio D. Backhoff Veraguas, 2018, ESAIM: Probability and Statistics.

Stochastic Gradient Descent for Barycenters in Wasserstein Space

Felipe A. Tobar, J. Fontbona, J. Backhoff-Veraguas, 2022, 2201.04232.

Transport Gaussian Processes for Regression pdf

Gonzalo Rios, Gonzalo Rios, 2020, ArXiv.