Research Spotlight: Software Engineering for Machine Learning
We apply techniques from Software Engineering--including static analysis and test generation--to validate and verify properties of neural networks, such as robustness and fairness.
Programming Languages & Verification
The group’s research focuses on the principles, design and implementation of programming languages and on foundational techniques and practical tools for analyzing, testing, and verifying programs against their correctness specifications.
Recent research has developed techniques for verifying compilers and other critical software, and tools for testing and/or verifying concurrent systems.
