Fabio Brau - Assistant Professor (RTDa)
Fabio Brau is an Assistant Professor at the University of Cagliari. He graduated in Mathematics at the University of Pisa with a curriculum in Numerical Analysis. He received a Ph.D in Emerging Digital Technologies in 2024 for the Thesis ``Methods for Certifiable Robustness of Deep Neural Networks'' at the University of Scuola Superiore Sant'Anna of Pisa.
His current research is centered on advancing the safety and reliability of Deep Neural Networks (DNNs) and Machine Learning Algorithms for applications in safety-critical systems, with published works in valuable machine learning journals and conferences (IEEE TPAMI, CVPR, AAAI, PR).
Research interests
Active research projects