14 citations · 16 across the 7 of their papers we have counts for
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cs.AI2026
Collective AI can amplify tiny perturbations into divergent decisions
Hajime Shimao, Warut Khern-am-nuai, Sung Joo Kim
Large language models are increasingly deployed not as single assistants but as committees whose members deliberate and then vote or synthesize a decision. Such systems are often e…
cs.AI2018
Comparing Fairness Criteria Based on Social Outcome
Junpei Komiyama, Hajime Shimao
Fairness in algorithmic decision-making processes is attracting increasing concern. When an algorithm is applied to human-related decision-making an estimator solely optimizing its…