Berk Ustun, Alexander Spanghler, and Yang Liu. 2019. “
Actionable Recourse in Linear Classification.” In ACM Conference on Fairness, Accountability, and Transparency (FAT '19).
Download Christos Dimitrakakis, Yang Liu, David C. Parkes, and Goran Radanovic. 2019. “
Bayesian Fairness.” In Proceedings of the 33rd AAAI Conference on Artificial Intelligence (AAAI).
Download Berk Ustun, Yang Liu, and David C. Parkes. 2019. “
Fairness without Harm: Decoupled Classifiers with Preference Guarantees.” In Proceedings of the 36th International Conference on Machine Learning (ICML'19), Pp. 6373-6382.
Download Jack Serrino, Max Kleiman-Weiner, David C. Parkes, and Joshua B. Tenenbaum. 2019. “
Finding Friend and Foe in Multi-Agent Games.” In Proceedings of the 32nd Annual Conf. on Neural Information Processing Systems 2019, (NeurIPS 2019), Pp. 1249-1259.
Download Nripsuta Saxena, Karen Huang, Evan DeFilippis, Goran Radanovic, David Parkes, and Yang Liu. 2019. “
How Do Fairness Definitions Fare? Examining Public Attitudes Towards Algorithmic Definitions of Fairness.” In Proceedings of AI Ethics and Society (AIES) , Pp. 99-106.
Download Sophie Hilgard, Nir Rosenfeld, Mahzarin R. Banaji, Jack Cao, and David C. Parkes. 2019. “
Learning Representations by Humans, for Humans.” In NeurIPS Workshop on Human-Centric Machine Learning.
Download Goran Radanovic, Rati Devidze, David Parkes, and Adish Singla. 2019. “
Learning to Collaborate in Markov Decision Processes.” In Proceedings of the 36th International Conference on Machine Learning (ICML'19), Pp. 5261-5270.
Download Paul Duetting, Zhe Feng, Noah Golowich, Harikrishna Narasimhan, David C. Parkes, and Sai Srivatsa Ravindranath. 2019. “
Machine Learning for Optimal Economic Design.” In The Future of Economic Design, Pp. 495-515. Springer.
Download Zhe Feng, Okke Schrijvers, and Eric Sodomka. 2019. “
Online Learning for Measuring Incentive Compatibility in Ad Auctions.” In Proceeding of The Web Conference 2019, Pp. 2729-2735.
Download Paul Duetting, Zhe Feng, Harikrishna Narasimham, David C. Parkes, and Sai S. Ravindranath. 2019. “
Optimal Auctions through Deep Learning.” In Proceedings of the 36th International Conference on Machine Learning (ICML'19), Pp. 1706-1715.
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