OTD in Space – June 10: Classic Curved Space Lecture Spoken

On June 10, 1854, Georg Friedrich Bernhard Riemann gave his classic lecture on curved space. [‘On This Day in Space’ Video ...
IEEE

Dimensionality Reduction on SPD Manifolds: The Emergence of Geometry-Aware Methods

Dimensionality Reduction (DR) is imperative in various disciplines of computer science, including machine learning and computer vision. Conventional methods, such as Principal Component Analysis (PCA) ...
IEEE

Transfer Learning: A Riemannian Geometry Framework With Applications to Brain–Computer Interfaces

Abstract: Objective: This paper tackles the problem of transfer learning in the context of electroencephalogram (EEG)-based brain-computer interface (BCI) classification. In particular, the problems ...