~/talks

Casey Dugan

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  • IUI2 editions2019–2021

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titleconferencedate
Increasing the Speed and Accuracy of Data Labeling Through an AI Assisted InterfaceIUI 20212021-04-13
An AI-assisted labeling interface uses a semi-supervised model to Rank, Annotate and Reduce label choices and initially shows the top five predictions with a…
Talk on
The Design and Development of a Game to Study Backdoor Poisoning Attacks: The Backdoor GameIUI 20212021-04-13
A browser game implements activation clustering to let players probe poisoned image classifiers, upload candidate backdoor images, and test triggers…
Talk on
Explaining models: an empirical study of how explanations impact fairness judgmentIUI 20192019-03-17
Study builds two logistic classifiers from Broward County data (raw and debiased via a preprocessing step), generates ~1,000 programmatic textual explanations…
Talk on
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