Items where authors include "Carannante, G."

Article

Carannante, G., Bouaynaya, N., Mihaylova, L. orcid.org/0000-0001-5856-2223 et al. (1 more author) (2024) BaSIS-Net: From point estimate to predictive distribution in neural networks - a Bayesian sequential importance sampling framework. Transactions on Machine Learning Research. ISSN 2835-8856

Proceedings Paper

Carannante, G., Bouaynaya, N.C. and Mihaylova, L. orcid.org/0000-0001-5856-2223 (2021) An enhanced particle filter for uncertainty quantification in neural networks. In: de Villiers, P., de Waal, A. and Gustafsson, F., (eds.) 2021 IEEE 24th International Conference on Information Fusion (FUSION). 24th International Conference on Information Fusion (Fusion 2021), 01-04 Nov 2021, Sun City, South Africa. Institute of Electrical and Electronics Engineers . ISBN 9781665414272

Carannante, G., Dera, D., Rasool, G. et al. (2 more authors) (2020) Robust learning via ensemble density propagation in deep neural networks. In: 2020 IEEE 30th International Workshop on Machine Learning for Signal Processing (MLSP). MLSP 2020 : IEEE International Workshop on Machine Learning for Signal Processing, 21-24 Sep 2020, Espoo, Finland. IEEE . ISBN 9781728166636