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Brooks Paige

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Can a Confident Prior Replace a Cold Posterior?

Mar 02, 2024
Martin Marek, Brooks Paige, Pavel Izmailov

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Diffusive Gibbs Sampling

Feb 05, 2024
Wenlin Chen, Mingtian Zhang, Brooks Paige, José Miguel Hernández-Lobato, David Barber

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Gaussian Processes on Cellular Complexes

Nov 02, 2023
Mathieu Alain, So Takao, Brooks Paige, Marc Peter Deisenroth

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Moment Matching Denoising Gibbs Sampling

May 19, 2023
Mingtian Zhang, Alex Hawkins-Hooker, Brooks Paige, David Barber

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Towards Healing the Blindness of Score Matching

Sep 15, 2022
Mingtian Zhang, Oscar Key, Peter Hayes, David Barber, Brooks Paige, François-Xavier Briol

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Improving VAE-based Representation Learning

May 28, 2022
Mingtian Zhang, Tim Z. Xiao, Brooks Paige, David Barber

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Simulation Intelligence: Towards a New Generation of Scientific Methods

Dec 06, 2021
Alexander Lavin, Hector Zenil, Brooks Paige, David Krakauer, Justin Gottschlich, Tim Mattson, Anima Anandkumar, Sanjay Choudry, Kamil Rocki, Atılım Güneş Baydin, Carina Prunkl, Brooks Paige, Olexandr Isayev, Erik Peterson, Peter L. McMahon, Jakob Macke, Kyle Cranmer, Jiaxin Zhang, Haruko Wainwright, Adi Hanuka, Manuela Veloso, Samuel Assefa, Stephan Zheng, Avi Pfeffer

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Fast and Scalable Spike and Slab Variable Selection in High-Dimensional Gaussian Processes

Nov 08, 2021
Hugh Dance, Brooks Paige

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I Don't Need $\mathbf{u}$: Identifiable Non-Linear ICA Without Side Information

Jun 09, 2021
Matthew Willetts, Brooks Paige

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Barking up the right tree: an approach to search over molecule synthesis DAGs

Dec 21, 2020
John Bradshaw, Brooks Paige, Matt J. Kusner, Marwin H. S. Segler, José Miguel Hernández-Lobato

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