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06/28/2023
Theory and applications of the Sum-Of-Squares technique
The Sum-of-Squares (SOS) approximation method is a technique used in opt...
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05/29/2023
Learning Two-Layer Neural Networks, One (Giant) Step at a Time
We study the training dynamics of shallow neural networks, investigating...
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02/17/2023
Are Gaussian data all you need? Extents and limits of universality in high-dimensional generalized linear estimation
In this manuscript we consider the problem of generalized linear estimat...
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05/26/2022