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