14 citations · 58 across the 16 of their papers we have counts for
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cs.CV2017★ 11 cited
Statistics on the (compact) Stiefel manifold: Theory and Applications
Rudrasis Chakraborty, Baba Vemuri
A Stiefel manifold of the compact type is often encountered in many fields of Engineering including, signal and image processing, machine learning, numerical optimization and other…
cs.LG2017
Intrinsic Grassmann Averages for Online Linear, Robust and Nonlinear Subspace Learning
Rudrasis Chakraborty, Søren Hauberg, Baba C. Vemuri
Principal Component Analysis (PCA) and Kernel Principal Component Analysis (KPCA) are fundamental methods in machine learning for dimensionality reduction. The former is a techniqu…