Learning of Highly-Filtered Data Manifold Using Spectral Methods. - Oleg Roderick; Ilya Safro (LION, 2010)

Proper orthogonal decompositions in multifidelity uncertainty quantification of complex simulation models. - Oleg Roderick; Mihai Anitescu; Yulia T. Peet (Int. J. Comput. Math., 2014)

Fast imbalanced classification of healthcare data with missing values. - Talayeh Razzaghi; Oleg Roderick; Ilya Safro; Nick Marko (FUSION, 2015)

Multilevel Weighted Support Vector Machine for Classification on Healthcare Data with Missing Values. - Talayeh Razzaghi; Oleg Roderick; Ilya Safro; Nicholas Marko (CoRR, 2016)