Owen Cornec

schoolIBMbar_chart#9661 Global Rank

Total Papers

HCI Rank

#9661

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Years Active

Recent Publications

AIMEE: An Exploratory Study of How Rules Support AI Developers to Explain and Edit Models

In real-world applications when deploying Machine Learning (ML) models, initial model development includes close analysis of the model results and behavior by a data scientist. Once trained, however, models may need to be retrained with new data or updated to adhere to new rules or regulations. This presents two chall…

IUI '225th+ AuthorExplainable AI (XAI) +1

Building Trust in Interactive Machine Learning via User Contributed Interpretable Rules

Machine learning technologies are increasingly being applied in many different domains in the real world. As autonomous machines and black-box algorithms begin making decisions previously entrusted to humans, great academic and public interest has been spurred to provide explanations that allow users to understand the…

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