76 citations · 122 across the 24 of their papers we have counts for
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stat.ML2021
Von Mises-Fisher Elliptical Distribution
Shengxi Li, Danilo Mandic
A large class of modern probabilistic learning systems assumes symmetric distributions, however, real-world data tend to obey skewed distributions and are thus not always adequatel…
stat.ML2019★ 1 cited
Robust Principal Component Analysis Based On Maximum Correntropy Power Iterations
Jean P. Chereau, Bruno Scalzo Dees, Danilo P. Mandic
Principal component analysis (PCA) is recognised as a quintessential data analysis technique when it comes to describing linear relationships between the features of a dataset. How…
stat.ML2016
Frequency estimation in three-phase power systems with harmonic contamination: A multistage quaternion Kalman filtering approach
Sayed Pouria Talebi, Danilo P. Mandic
Motivated by the need for accurate frequency information, a novel algorithm for estimating the fundamental frequency and its rate of change in three-phase power systems is develope…