Title: Empirical priors and posterior concentration rates. Abstract: In high- and infinite-dimensional problems, Bayesian prior specification can be a challenge. For example, in...
Title: Data-driven Discovery of Emergent Behaviors in Collective Dynamics Abstract: We further the investigation of [1] by extending the nonparametric inference approach for learning...