| 2025 | ICMLA | Oracle-Guided Soft Shielding for Safe Move Prediction in Chess. | Prajit T. Rajendran, Fabio Arnez, Huscar Espinoza, Agns Delaborde, Chokri Mraidha |
| 2024 | UAI | Latent Representation Entropy Density for Distribution Shift Detection. | Fabio Arnez, Daniel Alfonso Montoya Vasquez, Ansgar Radermacher, Franois Terrier |
| 2023 | AAAI | Out-of-Distribution Detection Using Deep Neural Network Latent Space Uncertainty. | Fabio Arnez, Ansgar Radermacher, Franois Terrier |
| 2022 | DSD | Skeptical Dynamic Dependability Management for Automated Systems. | Fabio Arnez, Guillaume Ollier, Ansgar Radermacher, Morayo Adedjouma, Simos Gerasimou, Chokri Mraidha, Franois Terrier |
| 2022 | EDCC | Towards Dependable Autonomous Systems Based on Bayesian Deep Learning Components. | Fabio Arnez, Huscar Espinoza, Ansgar Radermacher, Franois Terrier |
| 2021 | SAFECOMP | Improving Robustness of Deep Neural Networks for Aerial Navigation by Incorporating Input Uncertainty. | Fabio Arnez, Huscar Espinoza, Ansgar Radermacher, Franois Terrier |
| 2020 | IJCAI | A Comparison of Uncertainty Estimation Approaches in Deep Learning Components for Autonomous Vehicle Applications. | Fabio Arnez, Huscar Espinoza, Ansgar Radermacher, Franois Terrier |