Performative Debias with Fair-exposure Optimization Driven by Strategic Agents in Recommender Systems.
Zhichen XiangHongke ZhaoChuang ZhaoMing HeJianping FanPublished in: KDD (2024)
Keyphrases
- recommender systems
- multi agent systems
- multi agent
- optimization problems
- collaborative filtering
- decision making
- multiple agents
- multiagent systems
- software agents
- optimization algorithm
- user preferences
- intelligent agents
- cooperative
- case study
- multi agent decision making
- artificial agents
- data driven
- user profiles
- resource allocation
- autonomous agents
- trust aware
- agent systems
- matrix factorization
- agent technology
- trust model
- learning agents
- agent interactions
- global optimization
- incomplete information
- dynamic environments
- coalition formation
- agent architecture
- optimization method
- knowledge management
- evolutionary algorithm