Efficient Bayesian experimentation using an expected information gain lower bound

Panagiotis Tsilifis, Roger G. Ghanem, Paris Hajali

Experimental design is crucial for inference where limitations in the data collection procedure are present due to cost or other restrictions. Optimal experimental designs determin…