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02/19/2020
Deep regularization and direct training of the inner layers of Neural Networks with Kernel Flows
We introduce a new regularization method for Artificial Neural Networks ...
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07/19/2019
Kernel Mode Decomposition and programmable/interpretable regression networks
Mode decomposition is a prototypical pattern recognition problem that ca...
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08/13/2018
Kernel Flows: from learning kernels from data into the abyss
Learning can be seen as approximating an unknown function by interpolati...
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05/28/2018