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about

The Trustworthy Machine Learning Group is a research group at Penn led by Osbert Bastani. Our goal is to develop novel techniques for building software systems in safety-critical settings that rely on machine learning components. We rely on a broad range of tools, including machine learning, programming languages, formal methods, and control theory, and are interested in application domains such as robotics, financial and legal decision making, healthcare, and computer vision.