Abstract: Tasks like continual learning and neural architecture search in deep learning often require neural model retraining. Retraining large neural models iteratively consumes a huge amount of time ...

Abstract: Graphs are widely used to represent complex information and signal domains with irregular support. Typically, the underlying graph topology is unknown and must be estimated from the ...

Keizo Asami Institute, iLIKA, Federal University of Pernambuco, Recife, Pernambuco 50670-901, Brazil Graduate Program in Biology Applied to Health, PPGBAS, Federal University of Pernambuco, Recife, ...