基本信息
浏览量:334
职业迁徙
个人简介
My research is on developing theoretical foundations of artificial intelligence (AI) systems. By leveraging insights from computer science, economics, political science, philosophy, and cognitive psychology, I uncover how to design AI systems that aggregate individual preferences to make collective decisions (social choice theory), how self-interested agents behave in such systems (game theory), and how to design robust AI systems in the presence of strategic agents (mechanism design).
My recent work has focused extensively on the issue of algorithmic fairness in AI systems. Using multidisciplinary insights, my work has proposed robust fairness definitions that meaningfully and non-trivially apply to a broad range of decision-making settings from voting and resource allocation, to conference peer reviewing and recommender systems, to classification and clustering.
I co-developed two not-for-profit websites, Spliddit.org (currently under maintenance) and RoboVote.org (now defunct), which have helped more than 250,000 people make provably fair and efficient decisions in their everyday lives.
My recent work has focused extensively on the issue of algorithmic fairness in AI systems. Using multidisciplinary insights, my work has proposed robust fairness definitions that meaningfully and non-trivially apply to a broad range of decision-making settings from voting and resource allocation, to conference peer reviewing and recommender systems, to classification and clustering.
I co-developed two not-for-profit websites, Spliddit.org (currently under maintenance) and RoboVote.org (now defunct), which have helped more than 250,000 people make provably fair and efficient decisions in their everyday lives.
研究兴趣
论文共 104 篇作者统计合作学者相似作者
按年份排序按引用量排序主题筛选期刊级别筛选合作者筛选合作机构筛选
时间
引用量
主题
期刊级别
合作者
合作机构
AAMAS '23: Proceedings of the 2023 International Conference on Autonomous Agents and Multiagent Systemspp.1752-1760, (2023)
引用0浏览0EI引用
0
0
CoRR (2023): 738-758
引用0浏览0EI引用
0
0
IJCAIpp.7051-7056, (2023)
引用0浏览0EI引用
0
0
AAAIno. 5 (2023): 5697-5704
引用0浏览0EI引用
0
0
Proceedings of the ... AAAI Conference on Artificial Intelligenceno. 5 (2023): 5673-5680
Operations Research (2023)
NeurIPSpp.2889-2891, (2023)
引用4浏览0EI引用
4
0
加载更多
作者统计
合作学者
合作机构
D-Core
- 合作者
- 学生
- 导师
数据免责声明
页面数据均来自互联网公开来源、合作出版商和通过AI技术自动分析结果,我们不对页面数据的有效性、准确性、正确性、可靠性、完整性和及时性做出任何承诺和保证。若有疑问,可以通过电子邮件方式联系我们:report@aminer.cn