Reducing false positives in credit card fraud detection
Model extracts granular behavioral patterns from transaction data to more accurately flag suspicious activity.
Machine-learning system tackles speech and object recognition, all at once
Model learns to pick out objects within an image, using spoken descriptions.
Abdul Latif Jameel Clinic for Machine Learning in Health at MIT aims to revolutionize disease prevention, detection, and treatment
A key part of the MIT Quest for Intelligence, J-Clinic builds on MIT expertise across multiple scientific disciplines.
Helping computers fill in the gaps between video frames
Machine learning system efficiently recognizes activities by observing how objects change in only a few key frames.
Artificial intelligence system uses transparent, human-like reasoning to solve problems
Model from MIT Lincoln Laboratory Intelligence and Decision Technologies Group sets a new standard for understanding how a neural network makes decisions.
MIT undergraduates to embark on The Quest
Up to 100 Quest-funded UROP projects aim to crack the code of human and machine intelligence.
Taking machine thinking out of the black box
Adaptable Interpretable Machine Learning project is redesigning machine learning models so humans can understand what computers are thinking.
Model can more naturally detect depression in conversations
Neural network learns speech patterns that predict depression in clinical interviews.
MIT-created programming language Julia 1.0 debuts
The dynamic programming language, which is free and open source, combines the speed and popular features of the best scientific and technical software.
MIT-SenseTime Alliance funds projects from all five schools
Interdisciplinary work will advance research in human and machine intelligence.
Artificial intelligence model “learns” from patient data to make cancer treatment less toxic
Machine-learning system determines the fewest, smallest doses that could still shrink brain tumors.
President Reif urges “farsighted national strategy” to address China competition
New York Times op-ed by MIT president says a national focus on innovation and research is more effective than only playing defense on trade practices.
CSAIL launches new initiative for financial technology
FinTech@CSAIL industry collaboration will work to improve business models, access to data, and security in the finance sector.
Helping computers perceive human emotions
Personalized machine-learning models capture subtle variations in facial expressions to better gauge how we feel.
Doctors rely on more than just data for medical decision making
Computer scientists find that physicians’ “gut feelings” influence how many tests they order for patients.