Model-free Estimation of Latent Structure via Multiscale Nonparametric Maximum Likelihood

Bryon Aragam, Ruiyi Yang

Multivariate distributions often carry latent structures that are difficult to identify and estimate, and which better reflect the data generating mechanism than extrinsic structur…