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Meta-PDE: Learning to Solve PDEs Quickly Without a Mesh


Nov 03, 2022
Tian Qin, Alex Beatson, Deniz Oktay, Nick McGreivy, Ryan P. Adams

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Randomized Automatic Differentiation


Jul 20, 2020
Deniz Oktay, Nick McGreivy, Joshua Aduol, Alex Beatson, Ryan P. Adams

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Learning Composable Energy Surrogates for PDE Order Reduction


May 15, 2020
Alex Beatson, Jordan T. Ash, Geoffrey Roeder, Tianju Xue, Ryan P. Adams

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SUMO: Unbiased Estimation of Log Marginal Probability for Latent Variable Models


Apr 01, 2020
Yucen Luo, Alex Beatson, Mohammad Norouzi, Jun Zhu, David Duvenaud, Ryan P. Adams, Ricky T. Q. Chen

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* ICLR 2020 

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Efficient Optimization of Loops and Limits with Randomized Telescoping Sums


May 16, 2019
Alex Beatson, Ryan P. Adams

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Continual Learning in Generative Adversarial Nets


May 23, 2017
Ari Seff, Alex Beatson, Daniel Suo, Han Liu

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