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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...

April 24, 2025
Designing a new way to optimize complex coordinated systems
April 17, 2025
LIDS researchers receive best paper award at QCNC 2025
April 16, 2025
A faster way to solve complex planning problems
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Researchers teach LLMs to solve complex planning challenges
March 27, 2025
Youssef Marzouk named SIAM Fellow
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Researchers establish new basis for quantum sensing and communication
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Sometimes, when competitors collaborate, everybody wins
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Reducing carbon emissions from residential heating: A pathway forward
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Validation technique could help scientists make more accurate forecasts