K. Luu, M. Savvides, T.D.Bui and C.Y.Suen, “Compressed Submanifold Multifactor Analysis,” IEEE Trans. on Pattern Analysis and Machine Intelligence (TPAMI), vol. 39, issue 3, pages 444-456, March 2017 [pdf]
K. G. Quach, C. N. Duong, K. Luu and T. D. Bui, “Non-convex Robust PCA: Enhance Sparsity via Lp-norm Minimization,” Journal of Computer Vision and Image Understanding (CVIU), Vol. 158, Pages 126-140, May 2017 [pdf] [code]
K. G. Quach, C. N. Duong, K. Luu and T. D. Bui, “Robust Lp-norm Singular Value Decomposition,” Non-convex Optimization for Machine Learning Workshop, NIPS, Montreal, Canada, 2015.
K. Luu, M. Savvides, T.D.Bui and C.Y.Suen, “Compressed Submanifold Multifactor Analysis with Adaptive Factor Structures,” Intl. Conf. on Pattern Recognition (ICPR), 2012.
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