Variational sparse inverse Cholesky approximation for latent Gaussian processes via double Kullback-Leibler minimization

Jian Cao, Myeongjong Kang, Felix Jimenez +3

To achieve scalable and accurate inference for latent Gaussian processes, we propose a variational approximation based on a family of Gaussian distributions whose covariance matric…