Grassmannian Robust Adaptive Subspace Tracking Algorithm

J. He, L. Balzano, J. Luiz, “Online Robust Subspace Tracking from Partial Information”, IT 2011, September 2011.

J. He, L. Balzano, A. Szlam, “Incremental Gradient on the Grassmannian for Online Foreground and Background Separation in Subsampled Video”, International on Conference on Computer Vision and Pattern Recognition, CVPR 2012, June 2012.

J. He, D. Zhang, L. Balzano, T. Tao, “Iterative Grassmannian Optimization for Robust Image Alignment”, Image and Vision Computing, June 2013.

J. He, D. Zhang, L. Balzano, T. Tao, “Iterative Online Subspace Learning for Robust Image Alignment”, IEEE Conference on Automatic Face and Gesture Recognition, FG 2013, 2013.

J. He, Y. Zhang, "Adaptive stochastic gradient descent on the Grassmannian for robust low-rank subspace recovery", Preprint, December 2014.