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11/09/2019
ISLET: Fast and Optimal Low-rank Tensor Regression via Importance Sketching
In this paper, we develop a novel procedure for low-rank tensor regressi...
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10/21/2018
On the Non-asymptotic and Sharp Lower Tail Bounds of Random Variables
The non-asymptotic tail bounds of random variables play crucial roles in...
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10/21/2018
A Non-asymptotic, Sharp, and User-friendly Reverse Chernoff-Cramèr Bound
The Chernoff-Cramèr bound is a widely used technique to analyze the uppe...
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10/19/2018
