no code implementations • 21 Apr 2023 • Yuan Cao, Di Jiang, Guanqun Hou, Fan Deng, Xinjia Chen, Qiang Yang
Face clustering can provide pseudo-labels to the massive unlabeled face data and improve the performance of different face recognition models.
no code implementations • 19 Aug 2019 • Xinjia Chen
In this theory, the fixed-size sampling and inverse binomial sampling are accommodated as special cases.
no code implementations • 30 Aug 2013 • Xinjia Chen
We derive simple concentration inequalities for bounded random vectors, which generalize Hoeffding's inequalities for bounded scalar random variables.
no code implementations • 18 Aug 2013 • Xinjia Chen
We have derived new concentration inequalities using the proposed approach, which cannot be obtained by the classical approach based on moment generating functions.
no code implementations • 10 Jun 2013 • Xinjia Chen
A large class of problems in sciences and engineering can be formulated as the general problem of constructing random intervals with pre-specified coverage probabilities for the mean.