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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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07/28/2022
Semi-supervised Learning of Partial Differential Operators and Dynamical Flows
The evolution of dynamical systems is generically governed by nonlinear ...
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02/13/2022
Unsupervised Disentanglement with Tensor Product Representations on the Torus
The current methods for learning representations with auto-encoders almo...
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02/24/2021