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Xuechen Li

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Learning to Extend Program Graphs to Work-in-Progress Code

May 28, 2021
Xuechen Li, Chris J. Maddison, Daniel Tarlow

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Efficient and Accurate Gradients for Neural SDEs

May 27, 2021
Patrick Kidger, James Foster, Xuechen Li, Terry Lyons

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Infinitely Deep Bayesian Neural Networks with Stochastic Differential Equations

Feb 12, 2021
Winnie Xu, Ricky T. Q. Chen, Xuechen Li, David Duvenaud

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Neural SDEs as Infinite-Dimensional GANs

Feb 06, 2021
Patrick Kidger, James Foster, Xuechen Li, Harald Oberhauser, Terry Lyons

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When Does Preconditioning Help or Hurt Generalization?

Jul 02, 2020
Shun-ichi Amari, Jimmy Ba, Roger Grosse, Xuechen Li, Atsushi Nitanda, Taiji Suzuki, Denny Wu, Ji Xu

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Scalable Gradients for Stochastic Differential Equations

Feb 24, 2020
Xuechen Li, Ting-Kam Leonard Wong, Ricky T. Q. Chen, David Duvenaud

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Stochastic Runge-Kutta Accelerates Langevin Monte Carlo and Beyond

Jun 19, 2019
Xuechen Li, Denny Wu, Lester Mackey, Murat A. Erdogdu

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