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cs.LG2022
Optimizing Connectivity through Network Gradients for Restricted Boltzmann Machines
A. C. N. de Oliveira, D. R. Figueiredo
Leveraging sparse networks to connect successive layers in deep neural networks has recently been shown to provide benefits to large-scale state-of-the-art models. However, network…
math.CO2022★ 2 cited
A transient equivalence between Aldous-Broder and Wilson's algorithms and a two-stage framework for generating uniform spanning trees
Igor Nunes, Giulio Iacobelli, Daniel Ratton Figueiredo
The and are two well-known algorithms to generate uniform spanning trees (USTs) based on random walks. This work studies their relationship while th…