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David M. Blei

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Hierarchical Causal Models

Jan 10, 2024
Eli N. Weinstein, David M. Blei

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Revisiting Topic-Guided Language Models

Dec 04, 2023
Carolina Zheng, Keyon Vafa, David M. Blei

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A Computational Approach to Style in American Poetry

Oct 13, 2023
David M. Kaplan, David M. Blei

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Evaluating the Moral Beliefs Encoded in LLMs

Jul 26, 2023
Nino Scherrer, Claudia Shi, Amir Feder, David M. Blei

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Amortized Variational Inference: When and Why?

Jul 20, 2023
Charles C. Margossian, David M. Blei

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Practical and Asymptotically Exact Conditional Sampling in Diffusion Models

Jun 30, 2023
Luhuan Wu, Brian L. Trippe, Christian A. Naesseth, David M. Blei, John P. Cunningham

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Density Uncertainty Layers for Reliable Uncertainty Estimation

Jun 21, 2023
Yookoon Park, David M. Blei

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Nonparametric Identifiability of Causal Representations from Unknown Interventions

Jun 01, 2023
Julius von Kügelgen, Michel Besserve, Wendong Liang, Luigi Gresele, Armin Kekić, Elias Bareinboim, David M. Blei, Bernhard Schölkopf

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An Invariant Learning Characterization of Controlled Text Generation

May 31, 2023
Carolina Zheng, Claudia Shi, Keyon Vafa, Amir Feder, David M. Blei

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Posterior Collapse and Latent Variable Non-identifiability

Jan 02, 2023
Yixin Wang, David M. Blei, John P. Cunningham

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