Hazem Torfah
I lead the lab for Safe and Trustworthy Autonomous Reasoning. Previously, I was a postdoctoral researcher in the EECS Department at UC Berkeley, USA. I obtained my Ph.D. in 2019 from Saarland University, Germany. My research focus is the development of theoretical foundations and techniques for the construction of safe and reliable autonomous cyber-physical systems.
Showing 7 publications
Locally Pareto-Optimal Interpretations for Black-Box Machine Learning Models
Metric-Guided Synthesis for Class Activation Mapping
Mining Specifications for Predictive Safety Monitoring
Querying Labeled Time Series Data with Scenario Programs
Active Learning of Runtime Monitors Under Uncertainty
Verification and Learning for Assured Autonomy
ULGEN: A Runtime Assurance Framework for Programming Safe Cyber-Physical Systems
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