Francesco D'Angelo

Publication Activity (10 Years)

Years Active: 2011-2024
Publications (10 Years): 12

Top Topics

Bayesian Estimation

Neural Network Ensembles

Top Venues

Publications

Sandeep Krishnan Nandialath Radhakrishnan, Stefano Passi, Alessandro Cabrini, Francesco D'Angelo, Alessandro Nicolosi, Luca Iannelli
Design and Modellization of a Neural Network Used to Optimize and to Monitor a DC-DC Converter. PRIME (2024)
Maksym Andriushchenko, Francesco D'Angelo, Aditya Varre, Nicolas Flammarion
Why Do We Need Weight Decay in Modern Deep Learning? CoRR (2023)
Francesco D'Angelo, Christian Henning
Uncertainty-based out-of-distribution detection requires suitable function space priors. CoRR (2021)
Christian Henning, Francesco D'Angelo, Benjamin F. Grewe
Are Bayesian neural networks intrinsically good at out-of-distribution detection? CoRR (2021)
Francesco D'Angelo, Vincent Fortuin
Repulsive Deep Ensembles are Bayesian. NeurIPS (2021)
Maria R. Cervera, Rafael Dätwyler, Francesco D'Angelo, Hamza Keurti, Benjamin F. Grewe, Christian Henning
Uncertainty estimation under model misspecification in neural network regression. CoRR (2021)
Christian Henning, Maria R. Cervera, Francesco D'Angelo, Johannes von Oswald, Regina Traber, Benjamin Ehret, Seijin Kobayashi, João Sacramento, Benjamin F. Grewe
Posterior Meta-Replay for Continual Learning. CoRR (2021)
Christian Henning, Maria R. Cervera, Francesco D'Angelo, Johannes von Oswald, Regina Traber, Benjamin Ehret, Seijin Kobayashi, Benjamin F. Grewe, João Sacramento
Posterior Meta-Replay for Continual Learning. NeurIPS (2021)
Francesco D'Angelo, Vincent Fortuin, Florian Wenzel
On Stein Variational Neural Network Ensembles. CoRR (2021)
Francesco D'Angelo, Vincent Fortuin
Repulsive Deep Ensembles are Bayesian. CoRR (2021)
Francesco D'Angelo, Vincent Fortuin
Annealed Stein Variational Gradient Descent. CoRR (2021)
Francesco D'Angelo, Lucas Böttcher
Learning the Ising Model with Generative Neural Networks. CoRR (2020)
Filippo Mattoli, Roberto Tiribuzi, Francesco D'Angelo, Ilaria di Girolamo, Mattia Quattrocelli, Simona Montesano, Lucia Crispoltoni, Vasileios Oikonomou, Maria Gabriella Cusella De Angelis, Peggy C. Marconi, Antonio N. Orlacchio, Sampaolesi Maurilio, Sabata Martino, Aldo Orlacchio
Development of a New Tool for 3D Modeling for Regenerative Medicine. Int. J. Biomed. Imaging 2011 (2011)