This repository contains some Matlab/Octave demos for the book Bayesian Data Analysis, 3rd ed by Gelman, Carlin, Stern, Dunson, Vehtari, and Rubin (BDA3). Currently ...

Abstract Discovering optimal designs through sequential data collection is essential in many real-world applications. While Bayesian Optimization (BO) has achieved remarkable success in optimal design ...

Abstract: A genetic Bayesian (GBay) multiobjective optimization methodology is proposed for robust power amplifier (PA) design, addressing critical challenges in wireless communication systems. The ...

Abstract: Active mapping is a critical capability for robotic exploration tasks such as field rescue and environmental monitoring, where the objective is to plan informative trajectories that maximize ...