Efficient Conditioning Why Pseudo Observation Batch Bayesian Optimization Works When It Does not

Kumbha Nagaswetha, Rabi Pathak

Constant Liar (CL), Kriging Believer (KB), and fantasy models are widely used for batch selection in parallel Bayesian Optimization, yet a unified theory explaining their effective…