Bayesian Pyramids: Identifiable Multilayer Discrete Latent Structure
Models for Discrete Data

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Bayesian Pyramids: Identifiable Multilayer Discrete Latent Structure Models for Discrete Data

25 January 2021

David B. Dunson

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Papers citing "Bayesian Pyramids: Identifiable Multilayer Discrete Latent Structure Models for Discrete Data"

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Title
I Predict Therefore I Am: Is Next Token Prediction Enough to Learn Human-Interpretable Concepts from Data? Yuhang Liu Dong Gong Erdun Gao Zhen Zhang Zhen Zhang Biwei Huang Anton van den Hengel Javen Qinfeng Shi Javen Qinfeng Shi 461 1 0 12 Mar 2025
Learning Discrete Concepts in Latent Hierarchical Models Lingjing Kong Guan-Hong Chen Erdun Gao Eric P. Xing Yuejie Chi Kun Zhang 132 5 0 01 Jun 2024
Blessing of Dependence: Identifiability and Geometry of Discrete Models with Multiple Binary Latent Variables Yuqi Gu 117 6 0 08 Mar 2022
Identifiable Deep Generative Models via Sparse Decoding Gemma E. Moran Dhanya Sridhar Yixin Wang David M. Blei BDL 118 49 0 20 Oct 2021