50 citations · 159 across the 51 of their papers we have counts for
51 papers
Learn to Cluster Faces with Better Subgraphs
Yuan Cao, Di Jiang, Guanqun Hou +3
Face clustering can provide pseudo-labels to the massive unlabeled face data and improve the performance of different face recognition models. The existing clustering methods gener…
Uncertainty Inference with Applications to Control and Decision
Xinjia Chen
In many areas of engineering and sciences, decision rules and control strategies are usually designed based on nominal values of relevant system parameters. To ensure that a contro…
Probability Estimation with Truncated Inverse Binomial Sampling
Xinjia Chen
In this paper, we develop a general theory of truncated inverse binomial sampling. In this theory, the fixed-size sampling and inverse binomial sampling are accommodated as special…
A Geometric Approach for Bounding Average Stopping Time
Xinjia Chen
We propose a geometric approach for bounding average stopping times for stopped random walks in discrete and continuous time. We consider stopping times in the hyperspace of time i…
Concentration Inequalities from Likelihood Ratio Method
Xinjia Chen
We explore the applications of our previously established likelihood-ratio method for deriving concentration inequalities for a wide variety of univariate and multivariate distribu…
An Urn Model Approach for Deriving Multivariate Generalized Hypergeometric Distributions
Xinjia Chen
We propose new generalized multivariate hypergeometric distributions, which extremely resemble the classical multivariate hypergeometric distributions. The proposed distributions a…