36 citations · 41 across the 4 of their papers we have counts for
4 papers
Semi-supervised dictionary learning with graph regularization and active points
Khanh-Hung Tran, Fred-Maurice Ngole-Mboula, Jean-Luc Starck +1
Supervised Dictionary Learning has gained much interest in the recent decade and has shown significant performance improvements in image classification. However, in general, superv…
Manifold attack
Khanh-Hung Tran, Fred-Maurice Ngole-Mboula, Jean-Luc Starck
Machine Learning in general and Deep Learning in particular has gained much interest in the recent decade and has shown significant performance improvements for many Computer Visio…
A Federated Deep Learning Framework for Privacy Preservation and Communication Efficiency
Tien-Dung Cao, Tram Truong-Huu, Hien Tran +1
Deep learning has achieved great success in many applications. However, its deployment in practice has been hurdled by two issues: the privacy of data that has to be aggregated cen…
Semi-supervised dual graph regularized dictionary learning
Khanh-Hung Tran, Fred-Maurice Ngole-Mboula, Jean-Luc Starck
In this paper, we propose a semi-supervised dictionary learning method that uses both the information in labelled and unlabelled data and jointly trains a linear classifier embedde…