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Showing 2018Show all
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cs.LG2018★ 1 cited
Yes, IoU loss is submodular - as a function of the mispredictions
Maxim Berman, Matthew B. Blaschko, Amal Rannen Triki +1
This note is a response to [7] in which it is claimed that [13, Proposition 11] is false. We demonstrate here that this assertion in [7] is false, and is based on a misreading of t…
cs.IT2018★ 2 cited
Matrix Infinitely Divisible Series: Tail Inequalities and Their Applications
Chao Zhang, Xianjie Gao, Min-Hsiu Hsieh +2
In this paper, we study tail inequalities of the largest eigenvalue of a matrix infinitely divisible (i.d.) series, which is a finite sum of fixed matrices weighted by i.d. random…