[20] Charles I Jones and Christopher Tonetti. Nonrivalry and the economics of data. American Economic Review, 110(9):2819-58, 2020.
[21] Peter Kairouz, H Brendan McMahan, Brendan Avent, Aurélien Bellet, Mehdi Bennis, Arjun Nitin Bhagoji, Kallista Bonawitz, Zachary Charles, Graham Cormode, Rachel Cummings, et al. Advances and open problems in federated learning. Foundations and Trends® in Machine Learning, 14(1-2):1-210, 2021.
[22] Sham M Kakade, Ilan Lobel, and Hamid Nazerzadeh. An Optimal Dynamic Mechanism for Multi-armed Bandit Processes. arXiv preprint arXiv:1001.4598, 2010.
[23] Sai Praneeth Karimireddy, Wenshuo Guo, and Michael I Jordan. Mechanisms that incentivize data sharing in federated learning. arXiv preprint arXiv:2207.04557, 2022.
[24] Erich L Lehmann and George Casella. Theory of point estimation. Springer Science & Business Media, 2006.
[25] Jierui Lin, Min Du, and Jian Liu. Free-riders in federated learning: Attacks and defenses. arXiv preprint arXiv:1911.12560, 2019.
[26] Yuan Liu, Mengmeng Tian, Yuxin Chen, Zehui Xiong, Cyril Leung, and Chunyan Miao. A contract theory based incentive mechanism for federated learning. In Federated and Transfer Learning, pages 117-137. Springer, 2022.
[27] Gabor Lugosi and Shahar Mendelson. Robust multivariate mean estimation: the optimality of trimmed mean. 2021.
[28] Yishay Mansour, Aleksandrs Slivkins, and Vasilis Syrgkanis. Bayesian Incentive-compatible Bandit Exploration. In Proceedings of the Sixteenth ACM Conference on Economics and Computation, pages 565-582, 2015.
[29] Nolan Miller, Paul Resnick, and Richard Zeckhauser. Eliciting informative feedback: The peer-prediction method. Management Science, 51(9):1359-1373, 2005.
[30] Hamid Nazerzadeh, Amin Saberi, and Rakesh Vohra. Dynamic Cost-per-action Mechanisms and Applications to Online Advertising. In Proceedings of the 17th International Conference on World Wide Web, pages 179-188, 2008.
[31] Ariel D Procaccia. Cake Cutting: Not just Child's Play. Communications of the ACM, 56(7): 78-87, 2013.
[32] Alvin E Roth. On the Allocation of Residents to Rural Hospitals: A General Property of Two-sided Matching Markets. *Econometrica: Journal of the Econometric Society*, pages 425–427, 1986.
[33] Alvin E Roth, Tayfun Sonmez, and M Utku Ünver. Kidney Exchange. The Quarterly journal of economics, 119(2):457-488, 2004.
[34] Micah J Sheller, G Anthony Reina, Brandon Edwards, Jason Martin, and Spyridon Bakas. Multi-institutional deep learning modeling without sharing patient data: A feasibility study on brain tumor segmentation. In *Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries: 4th International Workshop*, *BrainLes* 2018, Held in Conjunction with MICCAI*2018*, Granada, Spain, September 16, 2018, Revised Selected Papers, Part I 4, pages 92-104. Springer, 2019.
[35] Rachael Hwee Ling Sim, Yehong Zhang, Mun Choon Chan, and Bryan Kian Hsiang Low. Collaborative machine learning with incentive-aware model rewards. In International conference on machine learning, pages 8927-8936. PMLR, 2020.
[36] William Vickrey. Counterspeculation, Auctions, and Competitive Sealed Tenders. The Journal of Finance, 1961.
[37] Abraham Wald. Contributions to the theory of statistical estimation and testing hypotheses. The Annals of Mathematical Statistics, 10(4):299-326, 1939.