226 citations · 289 across the 12 of their papers we have counts for
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cs.LG2017
Overlapping Cover Local Regression Machines
Mohamed Elhoseiny, Ahmed Elgammal
We present the Overlapping Domain Cover (ODC) notion for kernel machines, as a set of overlapping subsets of the data that covers the entire training set and optimized to be spatia…
cs.LG2014
Generalized Twin Gaussian Processes using Sharma-Mittal Divergence
Mohamed Elhoseiny, Ahmed Elgammal
There has been a growing interest in mutual information measures due to their wide range of applications in Machine Learning and Computer Vision. In this paper, we present a genera…