2D compressed learning: support matrix machine with bilinear random projections Di MaSongcan Chen OriginalPaper 23 May 2019 Pages: 2035 - 2060
A scalable sparse Cholesky based approach for learning high-dimensional covariance matrices in ordered data Kshitij KhareSang-Yun OhBala Rajaratnam OriginalPaper 04 June 2019 Pages: 2061 - 2086
Speculate-correct error bounds for k-nearest neighbor classifiers Eric BaxLingjie WengXu Tian OriginalPaper 18 June 2019 Pages: 2087 - 2111
The kernel Kalman rule Gregor H. W. GebhardtAndras KupcsikGerhard Neumann OriginalPaper 18 June 2019 Pages: 2113 - 2157
Covariance-based dissimilarity measures applied to clustering wide-sense stationary ergodic processes Qidi PengNan RaoRan Zhao OriginalPaper 26 June 2019 Pages: 2159 - 2195