Publications

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2020

 Perplexity-free Parametric t-SNE

Crecchi, Francesco; de Bodt, Cyril; Bacciu, Davide; Verleysen, Michel; John, Lee

Perplexity-free Parametric t-SNE Conference

Proceedings of the European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning (ESANN'20), 2020.

BibTeX | Tags: data visualization, manifold learning, neural networks, unsupervised learning

2019

Detecting Black-box Adversarial Examples through Nonlinear Dimensionality Reduction

Crecchi, Francesco; Bacciu, Davide; Biggio, Battista

Detecting Black-box Adversarial Examples through Nonlinear Dimensionality Reduction Conference

Proceedings of the European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning (ESANN'19), i6doc.com, Louvain-la-Neuve, Belgium, 2019.

Links | BibTeX | Tags: adversarial attacks, deep learning, manifold learning