[an error occurred while processing this directive]<meta name="keywords" content="Department of Computer Science, publications, by bibtex, Joel Dyer"></meta><meta name="description" content="Publications, by bibtex, Department of Computer Science, Oxford, Joel Dyer"></meta><title>Department of Computer Science, University of Oxford: Joel Dyer : Publications
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			</style>[an error occurred while processing this directive]<div class="content-width"><ol class="breadcrumb text-uppercase"><li><a href="/">Home</a></li><li><a href="/aboutus/">About Us</a></li><li><a href="/people/">People</a></li><li><a href="/people/research.html">Research</a></li><li><a href="/people/Joel.Dyer"><span itemprop="name">Joel Dyer</span></a></li><li class="active">Publications</li></ol></div><!-- MOBILE NAVIGATION --><div class="content-width space-below mobile-menu-placeholder visible-xs visible-sm"></div><!-- COLUMNS --><div class="container-fluid content-width"><div class="row"><div class="col-xs-12 col-md-9 col-md-push-3" id="maincontent"><!-- CONTENT (Column 2) --><div class="page-title"><h1>Joel Dyer : Publications
</h1></div><div role="toolbar" class="btn-toolbar"><div class="btn-group"><a href="/people/publications/personal/Joel.Dyer.html" aria-hidden="true" type="button" class="btn btn-default"><span class="glyphicon glyphicon-sort-by-attributes"></span> Personal ordering</a><a href="/people/publications/bibtex/Joel.Dyer.html" aria-hidden="true" type="button" class="btn btn-oxford-blue"><span class="glyphicon glyphicon-file"></span> BibTex</a></div></div><p></p><p>Click <a href="/people/publications/bibtex/Joel.Dyer.bib">here</a> to download all publications in a single bibtex file</p><pre>
@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",
}</pre><pre>
@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",
}</pre><pre>
@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",
}</pre><pre>
@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",
}</pre><pre>
@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",
}</pre><pre>
@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",
}</pre></div><div class="col-xs-12 col-md-3 col-md-pull-9 side-menu-col"><h2 class="side-menu-title text-uppercase"><a href="#">About Us</a></h2><ul class="side-menu"><li class="active mobile-menu-source"><a href="/people/">People</a><ul><li><a href="/people/faculty.html">Faculty</a></li><li class="active"><a href="/people/research.html">Research</a></li><li><a href="/people/students.html">Students</a></li><li><a href="/people/support.html">Professional Services</a></li><li><a href="/people/visitingprofessors.html">Visiting Professors</a></li><li><a href="/people/emeritusfaculty.html">Emeritus Faculty</a></li></ul></li><li><a href="/aboutus/vacancies/">Vacancies</a></li><li><a href="/aboutus/women-cs-oxford/index.html">Women in the department</a></li><li><a href="/aboutus/equality-diversity-inclusion/index.html">Equality, diversity and inclusion</a></li><li><a href="https://www.alumniweb.ox.ac.uk/cs/make-a-donation">Support Us</a></li><li><a href="/aboutus/cshistory.html">Our History</a></li><li><a href="/aboutus/contact.html">Contact Us</a></li></ul></div></div></div>[an error occurred while processing this directive]