Recent Publications

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Francesco Crecchi, Cyril de Bodt, Michel Verleysen, John A Lee, Davide Bacciu. Perplexity-free Parametric t-SNE. arXiv preprint arXiv:2010.01359, 2020.

Francesco Crecchi, Davide Bacciu, Battista Biggio. Detecting Adversarial Examples through Nonlinear Dimensionality Reduction. 2019.

Davide Bacciu, Francesco Crecchi. Augmenting Recurrent Neural Networks Resilience by Dropout. IEEE Transactions on Neural Networks and Learning Systems, 2019.

Davide Bacciu, Francesco Crecchi, Davide Morelli. DropIn: Making reservoir computing neural networks robust to missing inputs by dropout. Proceedings of the International Joint Conference on Neural Networks, 2017.