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Multi-Source Causal Inference Using Control Variates

Mar 30, 2021
Wenshuo Guo, Serena Wang, Peng Ding, Yixin Wang, Michael I. Jordan

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A Variational Inequality Approach to Bayesian Regression Games

Mar 24, 2021
Wenshuo Guo, Michael I. Jordan, Tianyi Lin

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Do Offline Metrics Predict Online Performance in Recommender Systems?

Nov 07, 2020
Karl Krauth, Sarah Dean, Alex Zhao, Wenshuo Guo, Mihaela Curmei, Benjamin Recht, Michael I. Jordan

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Neural Kernels Without Tangents

Mar 05, 2020
Vaishaal Shankar, Alex Fang, Wenshuo Guo, Sara Fridovich-Keil, Ludwig Schmidt, Jonathan Ragan-Kelley, Benjamin Recht

* code used to produce our results can be found at: 

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Robust Optimization for Fairness with Noisy Protected Groups

Feb 21, 2020
Serena Wang, Wenshuo Guo, Harikrishna Narasimhan, Andrew Cotter, Maya Gupta, Michael I. Jordan

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Accelerated Primal-Dual Coordinate Descent for Computational Optimal Transport

May 23, 2019
Wenshuo Guo, Nhat Ho, Michael I. Jordan

* 20 pages, 37 figures 

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