First name
Paolo
Last name
Romano
Mendes, P. ., Romano, P. ., & Garlan, D. . (2024). Hyper-parameter Tuning for Adversarially Robust Models. In AISafety 2024. Jeju, South Korea.
Mendes, P. ., Romano, P. ., & Garlan, D. . (2024). Error-Driven Uncertainty Aware Training. In 27th European Conference on Artificial Intelligence.
Casimiro, M. ., Soares, D. ., Garlan, D. ., Rodrigues, L. ., & Romano, P. . (2024). Self-Adapting Machine Learning-based Systems via a Probabilistic Model Checking Framework. ACM Transactions on Autonomous and Adaptive Systems. (Original work published 2024)
Casimiro, M. ., Romano, P. ., Garlan, D. ., & Rodrigues, L. . (2022). Towards a Framework for Adapting Machine Learning Components. In 2022 IEEE International Conference on Autonomic Computing and Self-Organizing Systems (ACSOS) (p. 131—140).