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All publications by Vincent Q. Vu
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Fantope Projection and Selection: A near-optimal convex relaxation of sparse PCA
Vincent Q. Vu, Juhee Cho, Jing Lei and Karl Rohe
Advances in Neural Information Processing Systems 26, 2013


Minimax Rates of Estimation for Sparse PCA in High Dimensions
Vincent Q. Vu and Jing Lei
Proceedings of the Fifteenth International Conference on Artificial Intelligence and Statistics (AISTATS-12), 2012


Nonparametric sparse hierarchical models describe V1 fMRI responses to natural images
Vincent Q. Vu, Bin Yu, Thomas Naselaris, Kendrick Kay, Jack Gallant and Pradeep K. Ravikumar
Advances in Neural Information Processing Systems 21, 2008