A Parzen-Based Distance Between Probability Measures as an Alternative of Summary Statistics in Approximate Bayesian Computation. - Carlos D. Zuluaga; Edgar A. Valencia; Mauricio A. Álvarez; Álvaro Á. Orozco (ICIAP (1), 2015)

Short-term time series prediction using Hilbert space embeddings of autoregressive processes. - Edgar A. Valencia; Mauricio A. Álvarez (Neurocomputing, 2017)

Information Potential Variability for Hyperparameter Selection in the MMD Distance. - Cristhian K. Valencia; Andrés M. Álvarez; Edgar A. Valencia; Mauricio A. Álvarez; Álvaro Orozco (CIARP, 2018)