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02/10/2023
Unified Functional Hashing in Automatic Machine Learning
The field of Automatic Machine Learning (AutoML) has recently attained i...
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Why neural networks find simple solutions: the many regularizers of geometric complexity
In many contexts, simpler models are preferable to more complex models a...
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11/30/2021
The Geometric Occam's Razor Implicit in Deep Learning
In over-parameterized deep neural networks there can be many possible pa...
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