CAREER: Algorithmic Advances in Structure-aware Learning

This project promotes the development of new methods that make artificial intelligence systems more reliable, more data efficient, and easier to correct. Modern systems for language, images, and scientific data often require enormous training sets and computing resources, can become unstable during training, and are difficult to update when…