Gauss quadrature for matrix inverse forms with applications

Chengtao Li, Suvrit Sra, Stefanie Jegelka

We present a framework for accelerating a spectrum of machine learning algorithms that require computation of bilinear inverse forms $u^{\top }{A}^{-1}u$, where $A$ is a positive defin…