AIMdyn Inc. Has Begun Work on DARPA EC Project

AIMdyn Inc. has begun work on the DARPA EC project in collaboration with BAE Systems:

U-PrECISE – Uncertainty Propagation via (dynamical) Evolution of Information from Complex Signals/Sensors and Environments

With the growing ubiquity of using machine learning systems for critical tasks, it is imperative that the level of confidence for ML-based decisions is properly quantified. This project uses Koopman operator theory, along with statistical methods, to generate confidence intervals for the outputs of machine learning systems. These context-sensitive Koopman models allow for contextual adaptation and quantitative analyses of the underlying dynamics of ML systems – two important steps towards the third wave of artificial intelligence.

AIMdyn PI: Dean Huang, AIMdyn PM: Dr. Maria Fonoberova

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