780 citations · 1.8k across the 76 of their papers we have counts for
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stat.ML2019★ 23 cited
Information Plane Analysis of Deep Neural Networks via Matrix-Based Renyi's Entropy and Tensor Kernels
Kristoffer Wickstrøm, Sigurd Løkse, Michael Kampffmeyer +3
Analyzing deep neural networks (DNNs) via information plane (IP) theory has gained tremendous attention recently as a tool to gain insight into, among others, their generalization…
stat.ML2019★ 109 cited
Maximum Correntropy Criterion with Variable Center
Badong Chen, Xin Wang, Yingsong Li +1
Correntropy is a local similarity measure defined in kernel space and the maximum correntropy criterion (MCC) has been successfully applied in many areas of signal processing and m…