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stat.ML2022★ 1 cited
The BP Dependency Function: a Generic Measure of Dependence between Random Variables
Guus Berkelmans, Joris Pries, Sandjai Bhulai +1
Measuring and quantifying dependencies between random variables (RV's) can give critical insights into a data-set. Typical questions are: `Do underlying relationships exist?', `Are…
stat.ML2021
Invertible DenseNets with Concatenated LipSwish
Yura Perugachi-Diaz, Jakub M. Tomczak, Sandjai Bhulai
We introduce Invertible Dense Networks (i-DenseNets), a more parameter efficient extension of Residual Flows. The method relies on an analysis of the Lipschitz continuity of the co…