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David Blei

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Stable Differentiable Causal Discovery

Nov 17, 2023
Achille Nazaret, Justin Hong, Elham Azizi, David Blei

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Causal-structure Driven Augmentations for Text OOD Generalization

Oct 19, 2023
Amir Feder, Yoav Wald, Claudia Shi, Suchi Saria, David Blei

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Variational Inference with Gaussian Score Matching

Jul 15, 2023
Chirag Modi, Charles Margossian, Yuling Yao, Robert Gower, David Blei, Lawrence Saul

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Variational Inference for Infinitely Deep Neural Networks

Sep 21, 2022
Achille Nazaret, David Blei

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Forget-me-not! Contrastive Critics for Mitigating Posterior Collapse

Jul 19, 2022
Sachit Menon, David Blei, Carl Vondrick

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Reconstructing the Universe with Variational self-Boosted Sampling

Jun 28, 2022
Chirag Modi, Yin Li, David Blei

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Estimating Social Influence from Observational Data

Mar 24, 2022
Dhanya Sridhar, Caterina De Bacco, David Blei

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Variational Combinatorial Sequential Monte Carlo Methods for Bayesian Phylogenetic Inference

Jun 17, 2021
Antonio Khalil Moretti, Liyi Zhang, Christian A. Naesseth, Hadiah Venner, David Blei, Itsik Pe'er

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Hierarchical Inducing Point Gaussian Process for Inter-domain Observations

Feb 28, 2021
Luhuan Wu, Andrew Miller, Lauren Anderson, Geoff Pleiss, David Blei, John Cunningham

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