Data Compression with Noise Suppression for Inference under Noisy Covariance

Sunao Sugiyama, Minsu Park

In many fields including cosmology, statistical inference often relies on Gaussian likelihoods whose covariance matrices are estimated from a finite number of simulations. This fin…