The Information Theory Laboratory
Building the mathematical foundations of reliable and trustworthy machine learning and artificial intelligence systems.
Core Information Theory
We develop new mathematical tools that help us model and control information in systems that learn from data. We use these tools to delineate fundamental limits of learning, communication, and compression.
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Artificial Intelligence & Machine Learning
We engineer AI and machine learning algorithms that promote privacy, safety, and reliability for all.
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Information Theory in Practice
We work with a range of applications including AI alignment, privacy, fair machine learning, coded computing, and beyond.
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