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Wotao Yin

University of California, Los Angeles
Rice University
University of California

345

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25116

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A Multiscale Semi-Smooth Newton Method for Optimal Transport.

2022 J. Sci. Comput.
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A Single-Timescale Method for Stochastic Bilevel Optimization.

2022 AISTATS | International Conference on Artificial Intelligence and Statistics
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Moreau Envelope Augmented Lagrangian Method for Nonconvex Optimization with Linear Constraints.

2022 J. Sci. Comput.
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Provably Correct Optimization and Exploration with Non-linear Policies.

2021 arXiv: Learning
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DecentLaM: Decentralized Momentum SGD for Large-batch Deep Training.

2021 ICCV | International Conference on Computer Vision
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JFB: Jacobian-Free Backpropagation for Implicit Networks

2021 arXiv: Learning
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Scaled relative graphs: nonexpansive operators via 2D Euclidean geometry

2021 Mathematical Programming
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Multilevel Optimal Transport: A Fast Approximation of Wasserstein-1 Distances

2021 SIAM Journal on Scientific Computing
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A Single-Timescale Stochastic Bilevel Optimization Method.

2021 arXiv: Optimization and Control
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Fixed Point Networks: Implicit Depth Models with Jacobian-Free Backprop.

2021 arXiv: Learning
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