Search Results for author: Xinjia Chen

Found 5 papers, 0 papers with code

Learn to Cluster Faces with Better Subgraphs

no code implementations21 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.

Clustering Face Clustering +1

Probability Estimation with Truncated Inverse Binomial Sampling

no code implementations19 Aug 2019 Xinjia Chen

In this theory, the fixed-size sampling and inverse binomial sampling are accommodated as special cases.

Concentration Inequalities for Bounded Random Vectors

no code implementations30 Aug 2013 Xinjia Chen

We derive simple concentration inequalities for bounded random vectors, which generalize Hoeffding's inequalities for bounded scalar random variables.

A Likelihood Ratio Approach for Probabilistic Inequalities

no code implementations18 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.

Asymptotically Optimal Sequential Estimation of the Mean Based on Inclusion Principle

no code implementations10 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.

Cannot find the paper you are looking for? You can Submit a new open access paper.