Uncover Latents in Heterogeneous Data and Deep Generative Models: Locally Dependent Grade of Membership Estimation and Identifiable Deep Discrete Encoders
Donald Bren Hall IrvineAbstract: In the era of data science and generative AI, latent structures are ubiquitously employed in various scientific disciplines and machine learning architectures. The first…