Artificial Intelligence

2018
Lily Hu. 2018. “Justice Beyond Utility in Artificial Intelligence.” Artificial Intelligence, Ethics, and Society. (AIES 2018). Download
Goran Radanovic, Adish Singla, Andreas Krause, and Boi Faltings. 2018. “Information Gathering with Peers: Submodular Optimization with Peer-Prediction Constraints.” In Proceedings of the 32nd AAAI Conference on Artificial Intelligence (AAAI'18). Download
Goran Radanovic and Boi Faltings. 2018. “Partial Truthfulness in Minimal Peer Prediction Mechanisms with Limited Knowledge.” In Proceedings of the 32nd AAAI Conference on Artificial Intelligence (AAAI'18). Download
Lily Hu and Yiling Chen. 2018. “A Short-term Intervention for Long-term Fairness in the Labor Market.” In Proceedings of the 27th International Conference on World Wide Web. (WWW 2018). Download
2017
Yang Liu, Goran Radanovic, Christos Dimitrakakis, Debmalya Mandal, and David C. Parkes. 2017. “Calibrated fairness in Bandits.” In Proceedings of the 4th Workshop on Fairness, Accountability, and Transparency in Machine Learning (Fat/ML 2017). Download
Yang Liu. 2017. “Fair Optimal Stopping Policy for Matching with Mediator.” In Proc. of the Conference on Uncertainty in Artificial Intelligence (UAI-2017). Download
Lily Hu and Yiling Chen. 2017. “Fairness at Equilibrium in the Labor Market.” In Workshop on Fairness, Accountability, and Transparency in Machine Learning. (FAT/ML 2017). Download
Boi Faltings and Goran Radanovic. 2017. Game Theory for Data Science: Eliciting Truthful Information. Morgan & Claypool Publishers.
Yang Liu and Yiling Chen. 2017. “Sequential Peer Prediction: Learning to Elicit Effort using Posted Prices.” In Proc. of The Thirty-First AAAI Conference on Artificial Intelligence (AAAI-17) . Download
David Parkes, Paul Tylkin, and Lirong Xia. 2017. “Thwarting Vote Buying Through Decoy Ballots.” In Proc. of the 16th International Conference on Autonomous Agents and Multiagent Systems (AAMAS). Download
David C. Parkes, Paul Tylkin, and Lirong Xia. 2017. “Thwarting Vote Buying Through Decoy Ballots.” In Proceedings of the 26th International Joint Conference on Artificial Intelligence (IJCAI 2017). Download
2016
Peter Stone, Rodney Brooks, Erik Brynjolfsson, Ryan Calo, Oren Etzioni, Greg Hager, Julia Hirschberg, Shivaram Kalyanakrishnan, Ece Kamar, Kevin Leyton-Brown, David C. Parkes, William Press, AnnaLee Saxenian, Julie Shah, Milind Tambe, and Astro Teller. 9/2016. "Artificial Intelligence and Life in 2030." One Hundred Year Study on Artificial Intelligence: Report of the 2015-2016 Study Panel. Download
2015
David C. Parkes and Michael P. Wellman. 2015. “Economic Reasoning and Artificial Intelligence.” Science, 349, 6245, Pp. 267-272. Download
Rafael M. Frongillo, Yiling Chen, and Ian A. Kash. 2015. “Elicitation for Aggregation.” In Proceedings of the 29th Conference on Artificial Intelligence (AAAI'15), Pp. 900-906. Download
Ming Yin and Yu-An Sun. 2015. “Human Behavior Models for Virtual Agents in Repeated Decision Making under Uncertainty.” In Proceedings of the 14th International Conference on Autonomous Agent & Multiagent Systems (AAMAS'15), Pp. 581-589. Download
Reshef Meir and David C. Parkes. 2015. “On Sex, Evolution, and the Multiplicative Weights UpdateAlgorithm.” In Proceedings of The Autonomous Agents and MultiAgent Systems (AAMAS 2015), Pp. 929-937. Download
2014
Peter Zhang and Yiling Chen. 2014. “Elicitability and Knowledge-Free Elicitation with Peer Prediction.” In Proceedings of the 14th International Conference on Autonomous Agent & Multiagent Systems (AAMAS'14), Pp. 245-252. Download
Simina Branzei, Yiling Chen, Xiaotie Deng, Aris Filos-Ratsikas, Soren Kristoffer Stiil Frederiksen, and Jie Zhang. 2014. “The Fisher Market Game: Equilibrium and Welfare.” In Proceedings of the 28th Conference on Artificial Intelligence (AAAI'14), Pp. 587-593. Download
Bo Waggoner and Yiling Chen. 2014. “Output Agreement Mechanisms and Common Knowledge.” In Proceedings of the 2nd AAAI Conference on Human Computation and Crowdsourcing (HCOMP'14). Download
Yiling Chen, Nikhil R. Devanur, David Pennock, and Jennifer Wortman Vaughan. 2014. “Removing Arbitrage from Wagering Mechanisms.” In Proceedings of the 15th ACM Conference on Economics and Computation (EC'14), Pp. 377-394. Download

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