Taken from Ferenc Huszar's Causal Inference in Everyday Machine Learning Slides from MLSS Africa 2019
Taken from Ferenc Huszar's Causal Inference in Everyday Machine Learning Slides from MLSS Africa 2019
Taken from Ferenc Huszar's Causal Inference in Everyday Machine Learning Slides from MLSS Africa 2019
Taken from Arthur Gretton's Kernel Methods Part 1 Slides from MLSS Africa 2019
Taken from Arthur Gretton's Kernel Methods for Hypothesis Testing and Sample Generation Slides from MLSS Africa 2019
COCO: max. singular value of feature covariance
HSIC: sum of singular values = MMD(PXY,PXPY) with prod. kernel
HSIC = 1/n^2 trace(KL)
Taken from Marco Cuturi's A Primer on Optimal Transport Slides from MLSS Africa 2019
Taken from Marco Cuturi's A Primer on Optimal Transport Slides from MLSS Africa 2019
Taken from Marco Cuturi's A Primer on Optimal Transport Slides from MLSS Africa 2019
Taken from Marco Cuturi's A Primer on Optimal Transport Slides from MLSS Africa 2019