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06/15/2021
Scaling Neural Tangent Kernels via Sketching and Random Features
The Neural Tangent Kernel (NTK) characterizes the behavior of infinitely...
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04/26/2021
An Exploration into why Output Regularization Mitigates Label Noise
Label noise presents a real challenge for supervised learning algorithms...
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04/03/2021
Random Features for the Neural Tangent Kernel
The Neural Tangent Kernel (NTK) has discovered connections between deep ...
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Experimental Design for Overparameterized Learning with Application to Single Shot Deep Active Learning
The impressive performance exhibited by modern machine learning models h...
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