12 citations · 15 across the 4 of their papers we have counts for
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stat.ML2016★ 1 cited
Maximum Correntropy Unscented Filter
Xi Liu, Badong Chen, Bin Xu +2
The unscented transformation (UT) is an efficient method to solve the state estimation problem for a non-linear dynamic system, utilizing a derivative-free higher-order approximati…
stat.ML2015★ 2 cited
Bi-Objective Nonnegative Matrix Factorization: Linear Versus Kernel-Based Models
Paul Honeine, Fei Zhu
Nonnegative matrix factorization (NMF) is a powerful class of feature extraction techniques that has been successfully applied in many fields, namely in signal and image processing…
stat.ML2014★ 12 cited
An eigenanalysis of data centering in machine learning
Paul Honeine
Many pattern recognition methods rely on statistical information from centered data, with the eigenanalysis of an empirical central moment, such as the covariance matrix in princip…