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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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A Bayesian Causal Inference Approach for Assessing Fairness in Clinical Decision-Making

Nov 21, 2022
Linying Zhang, Lauren R. Richter, Yixin Wang, Anna Ostropolets, Noemie Elhadad, David M. Blei, George Hripcsak

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Probabilistic Conformal Prediction Using Conditional Random Samples

Jun 20, 2022
Zhendong Wang, Ruijiang Gao, Mingzhang Yin, Mingyuan Zhou, David M. Blei

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Learning Transferrable Representations of Career Trajectories for Economic Prediction

Mar 10, 2022
Keyon Vafa, Emil Palikot, Tianyu Du, Ayush Kanodia, Susan Athey, David M. Blei

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Transport Score Climbing: Variational Inference Using Forward KL and Adaptive Neural Transport

Feb 07, 2022
Liyi Zhang, Christian A. Naesseth, David M. Blei

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Unsupervised Representation Learning via Neural Activation Coding

Dec 07, 2021
Yookoon Park, Sangho Lee, Gunhee Kim, David M. Blei

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Identifiable Variational Autoencoders via Sparse Decoding

Oct 20, 2021
Gemma E. Moran, Dhanya Sridhar, Yixin Wang, David M. Blei

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Optimization-based Causal Estimation from Heterogenous Environments

Sep 24, 2021
Mingzhang Yin, Yixin Wang, David M. Blei

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Rationales for Sequential Predictions

Sep 14, 2021
Keyon Vafa, Yuntian Deng, David M. Blei, Alexander M. Rush

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