1. On the robustness of data-driven controllers for linear systems;anguluri;Learning for Dynamics and Control,2020
2. Lipschitz bounds and provably robust training by laplacian smoothing;krishnan;Advances in neural information processing systems,2020
3. Theoretically principled trade-off between robustness and accuracy;zhang;International Conference on Machine Learning,2019
4. A Fundamental Performance Limitation for Adversarial Classification
5. Robustness may be at odds with accuracy;tsipras;International Conference on Learning Representations,2019