
![]() A statistical framework for efficient out of distribution detection in
deep neural networksInternational Conference on Learning Representations (ICLR), 2021 |
![]() Into the Unknown: Active Monitoring of Neural NetworksRuntime Verification (RV), 2020 |
![]() Outside the Box: Abstraction-Based Monitoring of Neural NetworksEuropean Conference on Artificial Intelligence (ECAI), 2019 |
![]() Robust Learning from Untrusted SourcesInternational Conference on Machine Learning (ICML), 2019 |