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In bias we trust? - ScienceBlog.com

In bias we trust? - ScienceBlog.com
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Thomas Hartvigsen , Frank Rudzicz , Marzyeh Ghassemi , Zhaoran Zhang , Aparna Balagopalan , Kimia Hamidieh , Microsoft Research , University Of Toronto , Artificial Intelligence Laboratory , Watson Ai Lab , Healthy Ml Group , Quanta Research Institute , Canadian Institute For Advanced Research , Canadian Institute , Advanced Research ,

In bias we trust?

MIT researchers find the explanation methods designed to help users determine whether to trust a machine-learning model’s predictions can perpetuate biases and lead to less accurate predictions for people from disadvantaged groups. ....

Thomas Hartvigsen , Frank Rudzicz , Marzyeh Ghassemi , Zhaoran Zhang , Aparna Balagopalan , Kimia Hamidieh , Microsoft Research , University Of Toronto , Artificial Intelligence Laboratory , Watson Ai Lab , Healthy Ml Group , Quanta Research Institute , Canadian Institute For Advanced Research , Canadian Institute , Advanced Research , Achine Learning Explanation Methods ,