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Machine Learning and Data Science

LIDS is a center of gravity at MIT for research in machine learning and data science.

LIDS research has made pioneering contributions to machine leaning theory, algorithms and applications, including key advances in relevant disciplines, such as statistics, optimization and game theory.

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News you may be interested in...

April 2, 2026
Evaluating the ethics of autonomous systems
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March 19, 2026
A better method for identifying overconfident large language models
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December 12, 2025
New method improves the reliability of statistical estimations
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Other News you may be interested in...

November 22, 2024
MIT researchers develop an efficient way to train more reliable AI agents
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MIT researchers use large language models to flag problems in complex systems
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When allocating scarce resources with AI, randomization can improve fairness
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Large language models don’t behave like people, even though we may expect them to