Analyzing Relevance Vector Machines using a single penalty approach

Anand Dixit, Vivekananda Roy

Relevance vector machine (RVM) is a popular sparse Bayesian learning model typically used for prediction. Recently it has been shown that improper priors assumed on multiple penalt…