19 citations · 22 across the 5 of their papers we have counts for
5 papers
Trustworthy Human Computation: A Survey
Hisashi Kashima, Satoshi Oyama, Hiromi Arai +1
Human computation is an approach to solving problems that prove difficult using AI only, and involves the cooperation of many humans. Because human computation requires close engag…
Designing a Location Trace Anonymization Contest
Takao Murakami, Hiromi Arai, Koki Hamada +13
For a better understanding of anonymization methods for location traces, we have designed and held a location trace anonymization contest that deals with a long trace (400 events p…
Characterizing the risk of fairwashing
Ulrich Aïvodji, Hiromi Arai, Sébastien Gambs +1
Fairwashing refers to the risk that an unfair black-box model can be explained by a fairer model through post-hoc explanation manipulation. In this paper, we investigate the capabi…
Ethical Issues Regarding the Use of AI Profiling Services for Recruiting: The Japanese Rikunabi Data Scandal
Kudo Fumiko, Hiromi Arai, Arisa Ema
The ethical, legal, and social challenges involved in the use of profiling services for recruitment are the focus of many previous studies; however, the processes vary depending on…
Fairwashing: the risk of rationalization
Ulrich Aïvodji, Hiromi Arai, Olivier Fortineau +3
Black-box explanation is the problem of explaining how a machine learning model -- whose internal logic is hidden to the auditor and generally complex -- produces its outcomes. Cur…