Scholar
Michael A Warren
Google Scholar ID: 4ibEz1wAAAAJ
Unknown affiliation
Citations & Impact
Citations
428
H-index
9
i10-index
8
Publications
20
Co-authors
0
Contact
Publications
Browse publications on Google Scholar (top-right) ↗
Resume (English only)
Academic Achievements
- Published papers in journals and conferences including Theory and Applications of Categories, Annals of Pure and Applied Logic, Bulletin of the AMS, Notices of the AMS, ACM Transactions on Computational Logic, IEEE Control Systems Letters, and IEEE SPW.
- Collaborated with prominent researchers such as Steve Awodey, Álvaro Pelayo, Vladimir Voevodsky, Peter LeFanu Lumsdaine, and Pieter Hofstra.
- Made significant contributions to homotopy type theory and Voevodsky’s Univalence Axiom.
- Released Coq formalization code associated with several publications.
- Many works are available as arXiv preprints.
Research Experience
- Conducted interdisciplinary research in category theory, homotopical algebra, type theory, homotopy type theory, formal verification, control theory, and adversarial machine learning.
- Worked on formal verification of octorotor flight envelopes using barrier functions and SMT solving.
- Researched dynamic mode decomposition for interconnected control systems.
- Developed RTA3, a real-time adversarial attack method targeting recurrent neural networks.
- Proposed 'Generate and Verify', a semantically meaningful formal analysis framework for neural network perception systems.
- Explored 'Introspection learning' for verifiable neural networks.
Co-authors