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05/08/2022
Cover time of graphs with bounded genus
The cover time of a finite connected graph is the expected number of ste...
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10/23/2020
On the Number of Linear Functions Composing Deep Neural Network: Towards a Refined Definition of Neural Networks Complexity
The classical approach to measure the expressive power of deep neural ne...
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06/15/2020
Hypergraph Clustering Based on PageRank
A hypergraph is a useful combinatorial object to model ternary or higher...
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03/05/2019
Universal approximations of permutation invariant/equivariant functions by deep neural networks
In this paper,we develop a theory of the relationship between permutatio...
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09/12/2018