201 citations · 1.5k across the 125 of their papers we have counts for
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Gathering Strength, Gathering Storms: The One Hundred Year Study on Artificial Intelligence (AI100) 2021 Study Panel Report
Michael L. Littman, Ifeoma Ajunwa, Guy Berger +14
In September 2021, the "One Hundred Year Study on Artificial Intelligence" project (AI100) issued the second report of its planned long-term periodic assessment of artificial intel…
Manipulation and Peer Mechanisms: A Survey
Matthew Olckers, Toby Walsh
In peer mechanisms, the competitors for a prize also determine who wins. Each competitor may be asked to rank, grade, or nominate peers for the prize. Since the prize can be valuab…
Random Rank: The One and Only Strategyproof and Proportionally Fair Randomized Facility Location Mechanism
Haris Aziz, Alexander Lam, Mashbat Suzuki +1
Proportionality is an attractive fairness concept that has been applied to a range of problems including the facility location problem, a classic problem in social choice. In our w…
What Type of Explanation Do Rejected Job Applicants Want? Implications for Explainable AI
Matthew Olckers, Alicia Vidler, Toby Walsh
Rejected job applicants seldom receive explanations from employers. Techniques from Explainable AI (XAI) could provide explanations at scale. Although XAI researchers have develope…
The Meta-Turing Test
Toby Walsh
We propose an alternative to the Turing test that removes the inherent asymmetry between humans and machines in Turing's original imitation game. In this new test, both humans and…
Fairness Amidst Non-IID Graph Data: A Literature Review
Wenbin Zhang, Shuigeng Zhou, Toby Walsh +1
The growing importance of understanding and addressing algorithmic bias in artificial intelligence (AI) has led to a surge in research on AI fairness, which often assumes that the…