Bridging Machine Learning and Mechanism Design towards Algorithmic Fairness.
Jessie FinocchiaroRoland MaioFaidra MonachouGourab K. PatroManish RaghavanAna-Andreea StoicaStratis TsirtsisPublished in: CoRR (2020)
Keyphrases
- mechanism design
- machine learning
- game theory
- envy freeness
- incomplete information
- multiagent planning
- incentive compatible
- combinatorial auctions
- prediction markets
- cooperative game theory
- moral hazard
- resource allocation
- approximately optimal
- artificial intelligence
- auction mechanisms
- game theoretic
- genetic algorithm
- explanation based learning
- support vector machine
- special case
- multi agent systems
- learning algorithm
- nash equilibrium
- social choice
- knowledge representation