IMS Representative(s) on Program Committees: Ramsés Mena; Subhashis Ghosal; Fernando Quintana
This event marks the continuation of the successful series of Bayesian Nonparametric Workshops. It aims at congregating in Chile leading experts in this already consolidated and rapidly expanding field. The event considers a full week of plenary, invited, contributed and poster talks, reflecting the many and varied aspects of the theoretical, methodological, and applied work in the discipline. At the same time, we expect to attract many young researchers to the event, especially those residing in South America and, in Chile. The event features 3 keynote lectures (free topic), invited and contributed sessions, spanning all the wide spectrum of theory, methodology and applications of Bayesian methods from the nonparametric viewpoint. These include asymptotics, advanced computation, robustness, inference in high-dimensional settings, deep learning, machine learning, uncertainty quantification, clustering and applications.