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cs.LG2023
GloNets: Globally Connected Neural Networks
Antonio Di Cecco, Carlo Metta, Marco Fantozzi +2
Deep learning architectures suffer from depth-related performance degradation, limiting the effective depth of neural networks. Approaches like ResNet are able to mitigate this, bu…
cs.SI2023
Signature-Based Community Detection for Time Series
Marco Gregnanin, Johannes De Smedt, Giorgio Gnecco +1
Community detection for time series without prior knowledge poses an open challenge within complex networks theory. Traditional approaches begin by assessing time series correlatio…