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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 learning 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...

June 11, 2026
When it comes to predicting people’s preferences, it pays to consider “the power of three”
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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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Other News you may be interested in...

October 30, 2026
MIT affiliates named 2026 Schmidt Sciences AI2050 Fellows
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Q&A: Hey AI, who should I vote for this year?
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LIDS researchers win the 2026 MIT Prize for Open Data
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Gunter Stein, control systems and theory expert, dies at 84
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Computational tools for society’s most complex challenges
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This game-playing AI is the new champ at Stratego
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The effects of an “algorithmic monoculture” depend on the details