首页|New Machine Learning Data Have Been Reported by Researchers at University of Ams terdam (Attribution-based Explanations That Provide Recourse Cannot Be Robust)
New Machine Learning Data Have Been Reported by Researchers at University of Ams terdam (Attribution-based Explanations That Provide Recourse Cannot Be Robust)
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By a News Reporter-Staff News Editor at Robotics & Machine Learning Daily News Daily News-Current study results on Machine Learn ing have been published. According to news reporting originating in Amsterdam, N etherlands, by NewsRx journalists, research stated, "Different users of machine learning methods require different explanations, depending on their goals. To ma ke machine learning accountable to society, one important goal is to get actiona ble options for recourse, which allow an affected user to change the decision f (x) of a machine learning system by making limited changes to its input x. We fo rmalize this by providing a general definition of recourse sensitivity, which ne eds to be instantiated with a utility function that describes which changes to t he decisions are relevant to the user." Financial support for this research came from Netherlands Organization for Scien tific Research (NWO).
AmsterdamNetherlandsEuropeCyborgsEmerging TechnologiesMachine LearningUniversity of Amsterdam
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