Bayesian Inference and Optimal Design in the Sparse Linear Model

Matthias W. Seeger, Florian Steinke, Koji Tsuda

Abstract: The sparse linear model has seen many successful applications in Statistics, Machine Learning, and Computational Biology, such as identification of gene regulatory networks from micro-array express...