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05/19/2023
Inventing painting styles through natural inspiration
We propose two procedures to create painting styles using models trained...
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03/22/2023
Anti-symmetric Barron functions and their approximation with sums of determinants
A fundamental problem in quantum physics is to encode functions that are...
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03/21/2023
Convergence of stochastic gradient descent on parameterized sphere with applications to variational Monte Carlo simulation
We analyze stochastic gradient descent (SGD) type algorithms on a high-d...
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05/24/2022
Taming the sign problem of explicitly antisymmetrized neural networks via rough activation functions
Explicit antisymmetrization of a two-layer neural network is a potential...
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04/02/2018