Purdue has launched a Management Dashboard site to provide a single location for Deans, Directors, Department Heads, and Executives of the university. All faculty and staff can view the dashboards by ...

Abstract: We consider high-dimensional binary classification by sparse logistic regression. We propose a model/feature selection procedure based on penalized maximum likelihood with a complexity ...

Abstract: Recently developed methods for learning sparse classifiers are among the state-of-the-art in supervised learning. These methods learn classifiers that incorporate weighted sums of basis ...