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12/24/2020
SCC: an efficient deep reinforcement learning agent mastering the game of StarCraft II
AlphaStar, the AI that reaches GrandMaster level in StarCraft II, is a r...
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12/22/2020
Residual Matrix Product State for Machine Learning
Tensor network (TN), which originates from quantum physics, shows broad ...
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09/08/2020
Convergence Rates of Empirical Bayes Posterior Distributions: A Variational Perspective
We study the convergence rates of empirical Bayes posterior distribution...
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02/27/2019
Optimal estimation of variance in nonparametric regression with random design
Consider the heteroscedastic nonparametric regression model with random ...
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08/22/2018
An Attention-Gated Convolutional Neural Network for Sentence Classification
The classification task of sentences is very challenging because of the ...
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05/25/2016
