[an error occurred while processing this directive]<meta name="keywords" content="Department of Computer Science, publications, by personal, Joel Dyer"></meta><meta name="description" content="Publications, by personal, Department of Computer Science, Oxford, Joel Dyer"></meta><title>Department of Computer Science, University of Oxford: Joel Dyer : Publications
</title><style type="text/css">
			  .btn-toolbar::after, .btn-toolbar::before
			  {
			    content: " ";
			    display: table;
			  }

			
			.btn-toolbar
			{
			    margin-bottom: 2em;
			}

			  .btn-toolbar::after, .btn-group::after
			  {
			    clear: both;
			  }


			.btn-toolbar .btn, .btn-toolbar .btn-group
			  {
			    float: left;
			}
			
			.btn-group
			  {
			    display: inline-block;
			    position: relative;
			    vertical-align: middle;
			}

			  .btn-group > .btn:first-child:not(:last-child)
			  {
			    border-bottom-right-radius: 0;
			    border-top-right-radius: 0;
			}
			
			.btn-group > .btn:first-child
			  {
			    margin-left: 0;
			}

			.btn-group > .btn
			  {
			    float: left;
			    position: relative;
			}

			  .btn-group > .btn:not(:first-child):not(:last-child)
			  {
			    border-radius: 0;
			}
			
			  .btn-group > .btn:last-child:not(:first-child)
			  {
			    border-bottom-left-radius: 0;
			    border-top-left-radius: 0;
			}
			
			.btn-group .btn + .btn, .btn-group .btn + .btn-group, .btn-group .btn-group + .btn, .btn-group .btn-group + .btn-group
			  {
			    margin-left: -2px;
			}
			</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-oxford-blue"><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-default"><span class="glyphicon glyphicon-file"></span> BibTex</a></div></div><p></p><ul class="list-unbulleted list-unbulleted-spaced"><li>
	
	<div class="row">
		
			<div class="col-xs-1 text-right">
				[01] 
			</div>

		
        
		<div
			class="col-xs-11"
		>
			
	
	<p class="publicationTitle"> <strong>
            Interventionally Consistent Surrogates for Complex Simulation Models </strong> </p>
	    <p class="publicationAuthors"> <em> Joel Dyer&#x201a; Nicholas George Bishop&#x201a; Yorgos Felekis&#x201a; Fabio Massimo Zennaro&#x201a; Ani Calinescu&#x201a; Theodoros Damoulas and Michael J Wooldridge  </em> </p>
	
	<p class="publicationDetails"> 
        In <em>The Thirty&#x2212;eighth Annual Conference on Neural Information Processing Systems (NeurIPS)</em>.
        2024.
        </p>
	
        		<p class="publicationlinks"> <a
        
            		href="/publications/publication16480-abstract.html">
			Details <span class="sr-only" > about <em> Interventionally Consistent Surrogates for Complex Simulation Models  </em></span> </a> |
			<a href="/publications/publication16480.bib">
			BibTeX  <span class="sr-only" > data for <em> Interventionally Consistent Surrogates for Complex Simulation Models  </em></span>   </a>
			
			
					| <a href="https://openreview.net/forum?id=UtTjgMDTFO"> Link <span class="sr-only" > to <em> Interventionally Consistent Surrogates for Complex Simulation Models  </em></span> </a>
  				
		
		</div> 
	</div> 
	
        </li><li>
	
	<div class="row">
		
			<div class="col-xs-1 text-right">
				[02] 
			</div>

		
        
		<div
			class="col-xs-11"
		>
			
	
	<p class="publicationTitle"> <strong>
            Black&#x2212;box Bayesian inference for agent&#x2212;based models </strong> </p>
	    <p class="publicationAuthors"> <em> Joel Dyer&#x201a; Patrick Cannon&#x201a; J. Doyne Farmer and Sebastian M. Schmon  </em> </p>
	
	<p class="publicationDetails"> 
        In <em>Journal of Economic Dynamics and Control</em>.
        
            Vol. 161.
        2024.
        </p>
	
        		<p class="publicationlinks"> <a
        
            		href="/publications/publication16300-abstract.html">
			Details <span class="sr-only" > about <em> Black&#x2212;box Bayesian inference for agent&#x2212;based models  </em></span> </a> |
			<a href="/publications/publication16300.bib">
			BibTeX  <span class="sr-only" > data for <em> Black&#x2212;box Bayesian inference for agent&#x2212;based models  </em></span>   </a>
			
			 | <a
		href="http://dx.doi.org/https://doi.org/10.1016/j.jedc.2024.104827">
		DOI (https://doi.org/10.1016/j.jedc.2024.104827)
		</a> 
					| <a href="https://www.sciencedirect.com/science/article/pii/S0165188924000198?via%3Dihub"> Link <span class="sr-only" > to <em> Black&#x2212;box Bayesian inference for agent&#x2212;based models  </em></span> </a>
  				
		
		</div> 
	</div> 
	
        </li><li>
	
	<div class="row">
		
			<div class="col-xs-1 text-right">
				[03] 
			</div>

		
        
		<div
			class="col-xs-11"
		>
			
	
	<p class="publicationTitle"> <strong>
            Population synthesis as scenario generation for simulation&#x2212;based planning under uncertainty </strong> </p>
	    <p class="publicationAuthors"> <em> Joel Dyer&#x201a; Arnau Quera&#x2212;Bofarull&#x201a; Nicholas Bishop&#x201a; J. Doyne Farmer&#x201a; Anisoara Calinescu and Michael Wooldridge  </em> </p>
	
	<p class="publicationDetails"> 
        In <em>23rd International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2024)</em>.
        2024.
        </p>
	
        		<p class="publicationlinks"> <a
        
            		href="/publications/publication16302-abstract.html">
			Details <span class="sr-only" > about <em> Population synthesis as scenario generation for simulation&#x2212;based planning under uncertainty  </em></span> </a> |
			<a href="/publications/publication16302.bib">
			BibTeX  <span class="sr-only" > data for <em> Population synthesis as scenario generation for simulation&#x2212;based planning under uncertainty  </em></span>   </a>
			
			
					| <a href="https://dl.acm.org/doi/pdf/10.5555/3635637.3662899"> Link <span class="sr-only" > to <em> Population synthesis as scenario generation for simulation&#x2212;based planning under uncertainty  </em></span> </a>
  				
		
		</div> 
	</div> 
	
        </li><li>
	
	<div class="row">
		
			<div class="col-xs-1 text-right">
				[04] 
			</div>

		
        
		<div
			class="col-xs-11"
		>
			
	
	<p class="publicationTitle"> <strong>
            Approximate Bayesian Computation with Path Signatures </strong> </p>
	    <p class="publicationAuthors"> <em> Joel Dyer&#x201a; Patrick Cannon and Sebastian M. Schmon  </em> </p>
	
	<p class="publicationDetails"> 
            Vol. 244
                of Proceedings of Machine Learning Research.
        
                Pages 1207&#x2013;1231.
            2024.
        </p>
	
        		<p class="publicationlinks"> <a
        
            		href="/publications/publication16481-abstract.html">
			Details <span class="sr-only" > about <em> Approximate Bayesian Computation with Path Signatures  </em></span> </a> |
			<a href="/publications/publication16481.bib">
			BibTeX  <span class="sr-only" > data for <em> Approximate Bayesian Computation with Path Signatures  </em></span>   </a>
			
			
					| <a href="https://proceedings.mlr.press/v244/dyer24a.html"> Link <span class="sr-only" > to <em> Approximate Bayesian Computation with Path Signatures  </em></span> </a>
  				
		
		</div> 
	</div> 
	
        </li></ul></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]