304 citations · 1.6k across the 183 of their papers we have counts for
15 papers · 1 filter
Distributed Learning for Stochastic Generalized Nash Equilibrium Problems
Chung-Kai Yu, Mihaela van der Schaar, Ali H. Sayed
This work examines a stochastic formulation of the generalized Nash equilibrium problem (GNEP) where agents are subject to randomness in the environment of unknown statistical dist…
Dynamic Matching and Allocation of Tasks
Kartik Ahuja, Mihaela van der Schaar
In many two-sided markets, the parties to be matched have incomplete information about their characteristics. We consider the settings where the parties engaged are extremely patie…
Dynamic Network Formation with Foresighted Agents
Yangbo Song, Mihaela van der Schaar
What networks can form and persist when agents are self-interested? Can such networks be efficient? A substantial theoretical literature predicts that the only networks that can fo…
Incentive Design in Peer Review: Rating and Repeated Endogenous Matching
Yuanzhang Xiao, Florian Dörfler, Mihaela van der Schaar
Peer review (e.g., grading assignments in Massive Open Online Courses (MOOCs), academic paper review) is an effective and scalable method to evaluate the products (e.g., assignment…
Socially-Optimal Design of Service Exchange Platforms with Imperfect Monitoring
Yuanzhang Xiao, Mihaela van der Schaar
In service exchange platforms, anonymous users exchange services with each other: clients request services and are matched to servers who provide services. Because providing good-q…
Designing Efficient Resource Sharing For Impatient Players Using Limited Monitoring
Mihaela van der Schaar, Yuanzhang Xiao, William Zame
The problem of efficient sharing of a resource is nearly ubiquitous. Except for pure public goods, each agent's use creates a negative externality; often the negative externality i…