Certified Bayesian optimal experimental design: from Expected Information Gain to Signal-to-Noise Ratio

Mohamed Doumbouya, Arthur Vidard, Olivier Zahm

Optimal experimental design is often formulated as the maximization of the Expected Information Gain (EIG), which measures the expected reduction in uncertainty about a parameter o…