3 citations · 10 across the 7 of their papers we have counts for
7 papers
Ensemble of Distributed Learners for Online Classification of Dynamic Data Streams
Luca Canzian, Yu Zhang, Mihaela van der Schaar
We present an efficient distributed online learning scheme to classify data captured from distributed, heterogeneous, and dynamic data sources. Our scheme consists of multiple dist…
Designing Rating Systems to Promote Mutual Security for Interconnected Networks
Jie Xu, Yu Zhang, Mihaela van der Schaar
Interconnected autonomous systems often share security risks. However, an autonomous system lacks the incentive to make (sufficient) security investments if the cost exceeds its ow…
Production and Network Formation Games with Content Heterogeneity
Yu Zhang, Jaeok Park, Mihaela van der Schaar
Online social networks (e.g. Facebook, Twitter, Youtube) provide a popular, cost-effective and scalable framework for sharing user-generated contents. This paper addresses the intr…
Strategic Learning and Robust Protocol Design for Online Communities with Selfish Users
Yu Zhang, Mihaela van der Schaar
This paper focuses on analyzing the free-riding behavior of self-interested users in online communities. Hence, traditional optimization methods for communities composed of complia…
Reputation-based Incentive Protocols in Crowdsourcing Applications
Yu Zhang, Mihaela van der Schaar
Crowdsourcing websites (e.g. Yahoo! Answers, Amazon Mechanical Turk, and etc.) emerged in recent years that allow requesters from all around the world to post tasks and seek help f…
Peer-to-Peer Multimedia Sharing based on Social Norms
Yu Zhang, Mihaela van der Schaar
Empirical data shows that in the absence of incentives, a peer participating in a Peer-to-Peer (P2P) network wishes to free-riding. Most solutions for providing incentives in P2P n…