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Trevor Campbell

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MCMC-driven learning

Feb 14, 2024
Alexandre Bouchard-Côté, Trevor Campbell, Geoff Pleiss, Nikola Surjanovic

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Coreset Markov Chain Monte Carlo

Oct 25, 2023
Naitong Chen, Trevor Campbell

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Mixed Variational Flows for Discrete Variables

Aug 29, 2023
Gian Carlo Diluvi, Benjamin Bloem-Reddy, Trevor Campbell

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Embracing the chaos: analysis and diagnosis of numerical instability in variational flows

Jul 12, 2023
Zuheng Xu, Trevor Campbell

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Machine Learning and the Future of Bayesian Computation

Apr 21, 2023
Steven Winter, Trevor Campbell, Lizhen Lin, Sanvesh Srivastava, David B. Dunson

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Conditional Permutation Invariant Flows

Jun 17, 2022
Berend Zwartsenberg, Adam Ścibior, Matthew Niedoba, Vasileios Lioutas, Yunpeng Liu, Justice Sefas, Setareh Dabiri, Jonathan Wilder Lavington, Trevor Campbell, Frank Wood

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Ergodic variational flows

May 16, 2022
Zuheng Xu, Naitong Chen, Trevor Campbell

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Fast Bayesian Coresets via Subsampling and Quasi-Newton Refinement

Mar 18, 2022
Cian Naik, Judith Rousseau, Trevor Campbell

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Bayesian inference via sparse Hamiltonian flows

Mar 11, 2022
Naitong Chen, Zuheng Xu, Trevor Campbell

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The computational asymptotics of Gaussian variational inference

Apr 13, 2021
Zuheng Xu, Trevor Campbell

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