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06/26/2023
The Underlying Scaling Laws and Universal Statistical Structure of Complex Datasets
We study universal traits which emerge both in real-world complex datase...
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04/03/2023
Charting the Topography of the Neural Network Landscape with Thermal-Like Noise
The training of neural networks is a complex, high-dimensional, non-conv...
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10/27/2022
Noise Injection Node Regularization for Robust Learning
We introduce Noise Injection Node Regularization (NINR), a method of inj...
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10/24/2022