Joel Dyer : Publications

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@article{16481,
  title = "Approximate Bayesian Computation with Path Signatures",
  author = "Dyer, Joel and Cannon, Patrick and Schmon, Sebastian M.",
  year = "2024",
  booktitle = "Proceedings of the Fortieth Conference on Uncertainty in Artificial Intelligence",
  editor = "Kiyavash, Negar and Mooij, Joris M.",
  month = "15--19 Jul",
  pages = "1207--1231",
  publisher = "PMLR",
  series = "Proceedings of Machine Learning Research",
  url = "https://proceedings.mlr.press/v244/dyer24a.html",
  volume = "244",
}

@article{16480,
  title = "Interventionally Consistent Surrogates for Complex Simulation Models",
  author = "Dyer, Joel and Bishop, Nicholas George and Felekis, Yorgos and Zennaro, Fabio Massimo and Calinescu, Ani and Damoulas, Theodoros and Wooldridge, Michael J",
  year = "2024",
  journal = "The Thirty-eighth Annual Conference on Neural Information Processing Systems (NeurIPS)",
  url = "https://openreview.net/forum?id=UtTjgMDTFO",
}

@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",
}