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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
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.

Yilun-zhou
Marzyeh-ghassemi
Artificial-intelligence-laboratory
Healthy-ml-group
Interactive-robotics-group-of-the-computer-science
Microsoft
Interactive-robotics-group
Computer-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-zhou
Marzyeh-ghassemi
Artificial-intelligence-laboratory
Healthy-ml-group
Interactive-robotics-group-of-the-computer-science
Microsoft
Interactive-robotics-group
Computer-science
Marzyeh-ghassemi
Explainable-ai
Nterpretability
Deep-learning

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-shah
Yilun-zhou
Marco-tulio-ribeiro
Microsoft-research
Artificial-intelligence-laboratory
Interactive-robotics-group
Computer-science
Machine-learning
Hi
Artificial-intelligence
Black-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-states
American
Yilun-zhou
Julie-shah
Marco-tulio-ribeiro
Microsoft-research
Artificial-intelligence-laboratory
Interactive-robotics-group
National-science-foundation
Computer-science
North-american-chapter
National-science
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