Andrew An Bian

Model Selection for Gaussian Process Regression

Stefan Bauer, Nico S. Gorbach, Joachim M. Buhmann, 2017, GCPR.

Guarantees for Greedy Maximization of Non-submodular Functions with Applications pdf

Andreas Krause, Joachim M. Buhmann, Sebastian Tschiatschek, 2017, ICML.

Guaranteed Non-convex Optimization: Submodular Maximization over Continuous Domains

Andreas Krause, Joachim M. Buhmann, Baharan Mirzasoleiman, 2016, AISTATS.