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Explained: How to tell if artificial intelligence is working way we want it to

Explained: How to tell if artificial intelligence is working way we want it to
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Yilun zhouMarzyeh ghassemiArtificial intelligence laboratoryHealthy ml groupInteractive robotics group of the computer scienceInteractive robotics groupComputer science

Explained: How to tell if artificial intelligence is working the way we want it to

Deep-learning models have become very powerful, but that has come at the expense of transparency. As these models are used more widely, a new area of research has risen that focuses on creating and testing explanation methods that may shed some light on the inner-workings of these black-box models.

Yilun zhouMarzyeh ghassemiArtificial intelligence laboratoryHealthy ml groupInteractive robotics group of the computer scienceInteractive robotics groupComputer scienceMarzyeh ghassemiExplainable aiDeep learningBlack box modelsEature attribution methodsExplainable artificial intelligence

Machine-learning explainability: Black-box models

We try and breakdown how machine learning has evolved. Black boxes are essentially modern machine learning models. They are intricate and have even confounded researchers

Julie shahYilun zhouMarco tulio ribeiroMicrosoft researchArtificial intelligence laboratoryInteractive robotics groupComputer scienceMachine learningArtificial intelligenceBlack boxes

Unpacking black-box models

Unpacking black-box models
miragenews.com - get the latest breaking news, showbiz & celebrity photos, sport news & rumours, viral videos and top stories from miragenews.com Daily Mail and Mail on Sunday newspapers.

United statesYilun zhouJulie shahMarco tulio ribeiroMicrosoft researchArtificial intelligence laboratoryInteractive robotics groupNational science foundationComputer scienceNorth american chapterNational science

Unpacking black-box models - ScienceBlog com

Modern machine-learning models, such as neural networks, are often referred to as “black boxes” because they are so complex that even the researchers who

United statesYilun zhouJulie shahMarco tulio ribeiroMicrosoft researchArtificial intelligence laboratoryInteractive robotics groupNational science foundationComputer scienceNorth american chapterNational science