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Efficient and Scalable Bayesian Neural Nets with Rank-1 Factors


May 14, 2020
Michael W. Dusenberry, Ghassen Jerfel, Yeming Wen, Yi-an Ma, Jasper Snoek, Katherine Heller, Balaji Lakshminarayanan, Dustin Tran

* Code available at https://github.com/google/edward2 

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On Thompson Sampling with Langevin Algorithms


Feb 23, 2020
Eric Mazumdar, Aldo Pacchiano, Yi-an Ma, Peter L. Bartlett, Michael I. Jordan


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Estimate exponential memory decay in Hidden Markov Model and its applications


Oct 17, 2017
Felix X. -F. Ye, Yi-an Ma, Hong Qian


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