Title: High-dimensional ABC
Authors: Yanan Fan - University of New South Wales (Australia) [presenting]
Abstract: Approximate Bayesian computation (ABC) has emerged in recent years as a popular alternative for Bayesian inference in the presence of an intractable likelihood. The idea is primarily based on sampling, and the use of summary statistics. We will discuss several ideas of doing ABC in high dimensions.