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Learning Optimal Tree Models Under Beam Search

Jun 27, 2020
Jingwei Zhuo, Ziru Xu, Wei Dai, Han Zhu, Han Li, Jian Xu, Kun Gai

* To appear in the 37th International Conference on Machine Learning (ICML 2020) 

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Understanding MCMC Dynamics as Flows on the Wasserstein Space

Feb 01, 2019
Chang Liu, Jingwei Zhuo, Jun Zhu

* 15 pages, 5 figures 

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Accelerated First-order Methods on the Wasserstein Space for Bayesian Inference

Jul 04, 2018
Chang Liu, Jingwei Zhuo, Pengyu Cheng, Ruiyi Zhang, Jun Zhu, Lawrence Carin


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Message Passing Stein Variational Gradient Descent

Jun 08, 2018
Jingwei Zhuo, Chang Liu, Jiaxin Shi, Jun Zhu, Ning Chen, Bo Zhang

* To appear in the Proceedings of the 35th International Conference on Machine Learning (ICML 2018) 

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Learning Random Fourier Features by Hybrid Constrained Optimization

Dec 07, 2017
Jianqiao Wangni, Jingwei Zhuo, Jun Zhu


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Racing Thompson: an Efficient Algorithm for Thompson Sampling with Non-conjugate Priors

Aug 16, 2017
Yichi Zhou, Jun Zhu, Jingwei Zhuo


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