From Good Starts to Optimal Inference: Generalized Latent Factor Models with Missingness and Implicit Regularization

Chengzhu Huang, Yuqi Gu

Generalized latent factor models provide a flexible framework for analyzing high-dimensional non-Gaussian data, but principled estimation and uncertainty quantification under missi…