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Large-scale log-determinant computation through stochastic Chebyshev expansions
Published on 2015-09-272361 Views
Logarithms of determinants of large positive definite matrices appear ubiquitously in machine learning applications including Gaussian graphical and Gaussian process models, partition functions of dis