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senior staff research scientist at Google Brain
--> I am interested in helping humans to communicate with complex machine learning models : not only by building tools (and tools to criticize them) , but also studying their nature , compared to humans. Quanta magazine (written by John Pavlus) is a great description of what I do and why. I believe the language that humans and machines communicate must be human-centered-- higher-level, human-friendly concepts --so that it can make sense to everyone , regardless of how much they know about ML. I gave keynote
senior staff research scientist
Trustworthy and Socially Responsible Machine Learning | Workshop at NeurIPS 2022
Re-Align Workshop @ ICLR 2024
ICCV 2021 Workshop on Neural Architectures: Past, Present and Future
NeurIPS 2018 Workshop on Security in Machine Learning
ICLR 2024 Workshop on Reliable and Responsible Foundation Models
Peter Hase