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Showing 1 to 1 of 1 for “"geometric optimization methods"”.

  1. Geometric optimization algorithms for linear regression on fixed-rank matrices

    … large-scale problems. Specifically, we adopt a geometric optimization viewpoint to address the problem of linear regression in nonlinear and high-dimensional matrix search spaces. Our purpose is to efficiently exploit the geometric structure of the search space in the design of scalable linear …

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