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Monday, April 25, 2022
Image
Graphic of rows and columns of the numeral 1 over a varicolored background, abstractly representing information in entropy
MIT news article
Estimating the informativeness of data
  • AI & Machine Learning

MIT researchers can now estimate how much information data are likely to contain, in a more accurate and scalable way than previous methods.

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Thursday, April 21, 2022
Image
birds eye view of city streets
MIT news article
Anticipating others’ behavior on the road
  • AI & Machine Learning
  • Transportation

A new machine-learning system may someday help driverless cars predict the next moves of nearby drivers, cyclists, and pedestrians in real-time.

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Saachi Jain headshot
Saachi Jain
PhD Student, MIT CSAIL
AI & Machine Learning
View Bio
Wednesday, April 6, 2022
Image
A collage of images, including a human brain, a set of servers, computer code, and geometric shapes
MIT news article
Does this artificial intelligence think like a human?
  • AI & Machine Learning

A new technique compares the reasoning of a machine-learning model to that of a human, so the user can see patterns in the model’s behavior.

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Friday, April 1, 2022
Image
An abstract illustration of molecules and chemical structures on a dark blue background
MIT news article
Generating new molecules with graph grammar
  • AI & Machine Learning
  • Algorithms & Theory

An efficient machine-learning method uses chemical knowledge to create a learnable grammar with production rules to build synthesizable monomers and polymers.

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Una-May O'Reilly
Una-May O'Reilly
Principal Research Scientist, MIT CSAIL
AI & Machine Learning
View Bio
Wednesday, March 30, 2022
Image
Couple touring a home and applying for a mortgage
MIT news article
Fighting discrimination in mortgage lending
  • AI & Machine Learning

A new technique for removing bias in datasets can enable machine-learning models to make loan approval predictions that are both fair and accurate.

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Tuesday, March 29, 2022
Image
Colorful close-up image of a circuit board
MIT news article
New program bolsters innovation in next-generation artificial intelligence hardware
  • AI & Machine Learning

MIT AI Hardware Program launches with five inaugural companies to advance AI technologies for the next decade.

Tuesday, March 15, 2022
Image
machine created images for training machine learning models
MIT news article
When it comes to AI, can we ditch the datasets?
  • AI & Machine Learning

A machine-learning model for image classification that’s trained using synthetic data can rival one trained on the real thing, a study shows.

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Monday, February 21, 2022
Image
Data models used to analyze bias in research
MIT news article
Can machine-learning models overcome biased datasets?
  • AI & Machine Learning

A model’s ability to generalize is influenced by both the diversity of the data and the way the model is trained, researchers report.

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