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07/14/2023
Expressive Monotonic Neural Networks
The monotonic dependence of the outputs of a neural network on some of i...
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06/09/2023
NuCLR: Nuclear Co-Learned Representations
We introduce Nuclear Co-Learned Representations (NuCLR), a deep learning...
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09/30/2022
Finding NEEMo: Geometric Fitting using Neural Estimation of the Energy Mover's Distance
A novel neural architecture was recently developed that enforces an exac...
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05/20/2022
Towards Understanding Grokking: An Effective Theory of Representation Learning
We aim to understand grokking, a phenomenon where models generalize long...
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11/30/2021
