Approximating the Spectral Sums of Large-scale Matrices using Chebyshev Approximations

Insu Han, Dmitry Malioutov, Haim Avron +1

Computation of the trace of a matrix function plays an important role in many scientific computing applications, including applications in machine learning, computational physics (…