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08/05/2022
On the non-universality of deep learning: quantifying the cost of symmetry
We prove computational limitations for learning with neural networks tra...
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06/18/2020
An Alon-Boppana theorem for powered graphs and generalized Ramanujan graphs
The r-th power of a graph modifies a graph by connecting every vertex pa...
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02/04/2019
Recursive projection-aggregation decoding of Reed-Muller codes
We propose a new class of efficient decoding algorithms for Reed-Muller ...
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03/29/2017
