research
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06/09/2023
Hidden symmetries of ReLU networks
The parameter space for any fixed architecture of feedforward ReLU neura...
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research
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09/08/2022
Functional dimension of feedforward ReLU neural networks
It is well-known that the parameterized family of functions representabl...
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04/12/2022
Local and global topological complexity measures OF ReLU neural network functions
We apply a generalized piecewise-linear (PL) version of Morse theory due...
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04/10/2022
Existence of maximum likelihood estimates in exponential random graph models
We present a streamlined proof of the foundational result in the theory ...
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08/20/2020