6 citations · 10 across the 5 of their papers we have counts for
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cs.LG2020★ 6 cited
Machine Guides, Human Supervises: Interactive Learning with Global Explanations
Teodora Popordanoska, Mohit Kumar, Stefano Teso
We introduce explanatory guided learning (XGL), a novel interactive learning strategy in which a machine guides a human supervisor toward selecting informative examples for a class…
cs.AI2020★ 1 cited
Toward Machine-Guided, Human-Initiated Explanatory Interactive Learning
Teodora Popordanoska, Mohit Kumar, Stefano Teso
Recent work has demonstrated the promise of combining local explanations with active learning for understanding and supervising black-box models. Here we show that, under specific…