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stat.ML2017★ 4 cited
Asynchronous Parallel Empirical Variance Guided Algorithms for the Thresholding Bandit Problem
Jie Zhong, Yijun Huang, Ji Liu
This paper considers the multi-armed thresholding bandit problem -- identifying all arms whose expected rewards are above a predefined threshold via as few pulls (or rounds) as pos…
stat.ML2015★ 2 cited
Exclusive Sparsity Norm Minimization with Random Groups via Cone Projection
Yijun Huang, Ji Liu
Many practical applications such as gene expression analysis, multi-task learning, image recognition, signal processing, and medical data analysis pursue a sparse solution for the…