Large-scale log-determinant computation through stochastic Chebyshev expansions
Published on Sep 27, 20152342 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