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  • Ming Hsieh Department of Electrical Engineering Seminar

    Tue, Feb 20, 2018 @ 10:00 AM - 11:00 PM

    Ming Hsieh Department of Electrical and Computer Engineering

    Workshops & Infosessions

    Restricted Isometry Property of Gaussian Random Projection for Low-Dimensional Subspaces

    Professor Yuantao Gu
    Tsinghua University
    Beijing, China

    Abstract: Dimensionality reduction is in demand to reduce the complexity of solving large-scale problems with data lying in latent low-dimensional structures in machine learning and computer version. Motivated by such need, in this talk I will introduce the Restricted Isometry Property (RIP) of Gaussian random projections for low-dimensional subspaces in R^N, and prove that the projection Frobenius norm distance between any two subspaces spanned by the projected data in R^n for n

    More Information: Yuantao Gu Seminar.pdf

    Location: Hughes Aircraft Electrical Engineering Center (EEB) - 248

    Audiences: Everyone Is Invited

    Contact: Gloria Halfacre


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