Search Results for author: Zana Buçinca

Found 3 papers, 0 papers with code

How Different Groups Prioritize Ethical Values for Responsible AI

no code implementations16 May 2022 Maurice Jakesch, Zana Buçinca, Saleema Amershi, Alexandra Olteanu

Compared to the US-representative sample, AI practitioners appear to consider responsible AI values as less important and emphasize a different set of values.

Fairness

To Trust or to Think: Cognitive Forcing Functions Can Reduce Overreliance on AI in AI-assisted Decision-making

no code implementations19 Feb 2021 Zana Buçinca, Maja Barbara Malaya, Krzysztof Z. Gajos

To audit our work for intervention-generated inequalities, we investigated whether our interventions benefited equally people with different levels of Need for Cognition (i. e., motivation to engage in effortful mental activities).

Decision Making

Proxy Tasks and Subjective Measures Can Be Misleading in Evaluating Explainable AI Systems

no code implementations22 Jan 2020 Zana Buçinca, Phoebe Lin, Krzysztof Z. Gajos, Elena L. Glassman

The results of our experiments demonstrate that evaluations with proxy tasks did not predict the results of the evaluations with the actual decision-making tasks.

Decision Making

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