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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...

May 19, 2025
Saurabh Amin receives 2025 Common Ground Excellence in Teaching Award
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The sweet taste of a new idea
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With AI, researchers predict the location of virtually any protein within a human cell
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Study shows vision-language models can’t handle queries with negation words
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New tool evaluates progress in reinforcement learning
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Designing a new way to optimize complex coordinated systems
April 17, 2025
LIDS researchers receive best paper award at QCNC 2025
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A faster way to solve complex planning problems
April 2, 2025
Researchers teach LLMs to solve complex planning challenges