Bridging Machine Learning and Mechanism Design towards Algorithmic Fairness.
Jessie FinocchiaroRoland MaioFaidra MonachouGourab K. PatroManish RaghavanAna-Andreea StoicaStratis TsirtsisPublished in: FAccT (2021)
Keyphrases
- mechanism design
- machine learning
- game theory
- envy freeness
- incomplete information
- multiagent planning
- cooperative game theory
- incentive compatible
- prediction markets
- game theoretic
- resource allocation
- nash equilibrium
- combinatorial auctions
- explanation based learning
- auction mechanisms
- moral hazard
- approximately optimal
- cooperative
- social welfare
- support vector machine
- multi agent systems
- artificial intelligence
- kernel methods
- decision theory
- natural language