390 citations · 953 across the 27 of their papers we have counts for
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cs.DM2023
A Practical Algorithm for Max-Norm Optimal Binary Labeling of Graphs
Filip Malmberg, Alexandre X. Falcão
This paper concerns the efficient implementation of a method for optimal binary labeling of graph vertices, originally proposed by Malmberg and Ciesielski (2020). This method finds…
cs.LG2023
Linking data separation, visual separation, and classifier performance using pseudo-labeling by contrastive learning
Bárbara Caroline Benato, Alexandre Xavier Falcão, Alexandru-Cristian Telea
Lacking supervised data is an issue while training deep neural networks (DNNs), mainly when considering medical and biological data where supervision is expensive. Recently, Embedd…