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Christian A. Naesseth

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VISA: Variational Inference with Sequential Sample-Average Approximations

Mar 15, 2024
Heiko Zimmermann, Christian A. Naesseth, Jan-Willem van de Meent

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Neural Diffusion Models

Oct 12, 2023
Grigory Bartosh, Dmitry Vetrov, Christian A. Naesseth

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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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E-Valuating Classifier Two-Sample Tests

Oct 24, 2022
Teodora Pandeva, Tim Bakker, Christian A. Naesseth, Patrick Forré

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A Variational Perspective on Generative Flow Networks

Oct 14, 2022
Heiko Zimmermann, Fredrik Lindsten, Jan-Willem van de Meent, Christian A. Naesseth

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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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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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Markovian Score Climbing: Variational Inference with KL(p||q)

Mar 23, 2020
Christian A. Naesseth, Fredrik Lindsten, David Blei

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Elements of Sequential Monte Carlo

Mar 12, 2019
Christian A. Naesseth, Fredrik Lindsten, Thomas B. Schön

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