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most citedA Classification of Feedback Loops and Their Relation to Biases in Automated Decision-Making Systems

30 citations · 69 across the 12 of their papers we have counts for

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math.OC2025

Welfare and Cost Aggregation for Multi-Agent Control: When to Choose Which Social Cost Function, and Why?

Ilia Shilov, Ezzat Elokda, Sophie Hall +2

Many multi-agent socio-technical systems rely on aggregating heterogeneous agents' costs into a social cost function (SCF) to coordinate resource allocation in domains like energy…

math.OC2021★ 4 cited

Dynamic Population Games: A Tractable Intersection of Mean-Field Games and Population Games

Ezzat Elokda, Saverio Bolognani, Andrea Censi +2

In many real-world large-scale decision problems, self-interested agents have individual dynamics and optimize their own long-term payoffs. Important examples include the competiti…