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09/01/2023
Mechanism of feature learning in convolutional neural networks
Understanding the mechanism of how convolutional neural networks learn f...
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12/28/2022
Feature learning in neural networks and kernel machines that recursively learn features
Neural networks have achieved impressive results on many technological a...
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05/26/2022
Kernel Ridgeless Regression is Inconsistent for Low Dimensions
We show that kernel interpolation for a large class of shift-invariant k...
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01/26/2022
An Efficient Approximation Algorithm for the Colonel Blotto Game
In the storied Colonel Blotto game, two colonels allocate a and b troops...
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08/11/2021