Joel Dyer : Publications
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@article{16302, title = "Population synthesis as scenario generation for simulation-based planning under uncertainty", author = "Dyer, Joel and Quera-Bofarull, Arnau and Bishop, Nicholas and Farmer, J. Doyne and Calinescu, Anisoara and Wooldridge, Michael", year = "2024", journal = "23rd International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2024)", url = "https://dl.acm.org/doi/pdf/10.5555/3635637.3662899", }
@article{16300, title = "Black-box Bayesian inference for agent-based models", author = "Dyer, Joel and Cannon, Patrick and Farmer, J. Doyne and Schmon, Sebastian M.", year = "2024", journal = "Journal of Economic Dynamics and Control", url = "https://www.sciencedirect.com/science/article/pii/S0165188924000198?via%3Dihub", volume = "161", doi = "https://doi.org/10.1016/j.jedc.2024.104827", }
@article{16299, title = "Gradient-assisted calibration for financial agent-based models", author = "Dyer, Joel and Quera-Bofarull, Arnau and Chopra, Ayush and Farmer, J. Doyne and Calinescu, Anisoara and Wooldridge, Michael", year = "2023", journal = "Proceedings of the Fourth ACM International Conference on AI in Finance (ICAIF '23)", pages = "288–296", publisher = "Association for Computing Machinery", url = "https://dl.acm.org/doi/10.1145/3604237.3626857", doi = "https://doi.org/10.1145/3604237.3626857", }
@article{16301, title = "Calibrating agent-based models to microdata with graph neural networks", author = "Dyer, Joel and Cannon, Patrick and Farmer, J. Doyne and Schmon, Sebastian M.", year = "2022", journal = "ICML Workshop AI for Agent-Based Modelling (Best Proposal Paper)", url = "https://openreview.net/forum?id=ZWyHGTUcgJD", }