Optimal learning rates for least squares SVMs using Gaussian kernels. - Mona Eberts; Ingo Steinwart (NIPS, 2011)

Safe Exploration for Active Learning with Gaussian Processes. - Jens Schreiter; Duy Nguyen-Tuong; Mona Eberts; Bastian Bischoff; Heiner Markert; Marc Toussaint (ECML/PKDD (3), 2015)

Adaptive rates for support vector machines. - Mona Eberts (Shaker, 2015)