In this paper, we present an algorithm for the sparse signal recovery problem that incorporates damped Gaussian generalized approximate message passing (GGAMP) into expectation-maximization-based ...

"Bayesian algorithm execution: Estimating computable properties of black-box functions using mutual information." International Conference on Machine Learning. PMLR, 2021. [5] Miskovich, Sara A., et ...

This paper introduces exact learning of Bayesian networks in estimation of distribution algorithms. The estimation of Bayesian network algorithm (EBNA) is used to analyze the impact of learning the ...