Ayumi Igarashi (Ph.D.)
Title
Team Director
Members
-
Team directorAyumi Igarashi
Introduction
Social choice theory explores the design of mechanisms for making socially desirable decisions. It has a wide range of real-world applications, from allocating tasks among employees to distributing medical resources and food supplies. Our team seeks to uncover the mathematical foundations necessary for building fair and efficient resource allocation mechanisms, and to develop practical tools and algorithms that can be applied to real-world problems. We also focus on the integration of social choice theory with machine learning, working toward the development of fair AI systems grounded in rigorous theoretical principles.
Main Research Field
Informatics
Research Field
under construction (応用数学および 統計数学関連 / 情報学基礎論関連 / 理論経済学関連)
Research Subjects
Social Choice Theory
Fairness
Algorithm
Resource Allocation
Fairness
Algorithm
Resource Allocation
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posted on May 12, 2025 10:25Information
