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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...

July 10, 2023
3 Questions: Honing robot perception and mapping
June 27, 2023
Designing Safe and Reliable Autonomous Systems
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A step toward safe and reliable autopilots for flying
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LIDS researchers receive IEEE Transactions on Robotics Best Paper Award
May 26, 2023
Celebrating the impact of IDSS
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Exploring new methods for increasing safety and reliability of autonomous vehicles
May 18, 2023
Three MIT-led projects awarded MURI funding for 2023
May 17, 2023
A better way to study ocean currents
May 4, 2023
Researchers create a tool for accurately simulating complex systems