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hep-lat2023
Mitigating a discrete sign problem with extreme learning machines
Scott Lawrence, Yukari Yamauchi
An extreme learning machine is a neural network in which only the weights in the last layer are changed during training; for such networks training can be performed efficiently and…
hep-lat2023★ 3 cited
Convex optimization and contour deformations
Scott Lawrence, Yukari Yamauchi
We discuss various formal aspects of contour deformations used to alleviate sign problems; most importantly, relating these contour deformations to a certain convex optimization pr…