[an error occurred while processing this directive]<meta name="keywords" content="Department of Computer Science, publications, by bibtex, Algorithms At Large"></meta><meta name="description" content="Publications, by bibtex,Algorithms At Large, Department of Computer Science, Oxford"></meta><title>Department of Computer Science: Algorithms At Large: 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="/research/">Research</a></li><li><a href="/research/ai_ml/">Artificial Intelligence and Machine Learning</a></li><li><a href="/research/ai_ml/activities.html">activities</a></li><li><a href="/activities/algorithmsatlarge/">Algorithms At Large</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>Algorithms At Large: Publications
</h1></div><div role="toolbar" class="btn-toolbar"><div class="btn-group"><a href="/activities/publications/date/algorithmsatlarge.html" aria-hidden="true" type="button" class="btn btn-default"><span class="glyphicon glyphicon-sort-by-attributes"></span> By date</a><a href="/activities/publications/title/algorithmsatlarge.html" aria-hidden="true" type="button" class="btn btn-default"><span class="glyphicon glyphicon-sort-by-attributes"></span> By title</a><a href="/activities/publications/type/algorithmsatlarge.html" aria-hidden="true" type="button" class="btn btn-default"><span class="glyphicon glyphicon-sort-by-attributes"></span> By type</a><a href="/activities/publications/bibtex/algorithmsatlarge.html" aria-hidden="true" type="button" class="btn btn-oxford-blue"><span class="glyphicon glyphicon-file"></span> BibTex</a></div></div><p>Click <a href="/activities/publications/bibtex/algorithmsatlarge.bib">here</a> to download all publications in a single bibtex file</p><pre>
@inproceedings{Wang:2014,
  title = "Bayesian Multi-Scale Optimistic Optimization",
  author = "Ziyu Wang and Babak Shakibi and Lin Jin and Nando de Freitas",
  year = "2014",
  booktitle = "Artificial Intelligence and Statistics (AISTATS)",
  pages = "1005-1014",
  url = "http://jmlr.org/proceedings/papers/v33/wang14d.pdf",
}</pre><pre>
@inproceedings{Mizrahi:2014,
  title = "Linear and Parallel Learning for Markov Random Fields",
  author = "Yariv Dror Mizrahi and Misha Denil and Nando de Freitas",
  year = "2014",
  booktitle = "International Conference on Machine Learning (ICML)",
  url = "http://www.cs.ox.ac.uk/people/nando.defreitas/publications/LAP.pdf",
}</pre><pre>
@inproceedings{Bornn:2013,
  title = "Herded Gibbs Sampling",
  author = "Luke Bornn and Yutian Chen and Nando de Freitas and Mareija Eskelin and Jing Fang and Max Welling",
  year = "2013",
  booktitle = "International Conference on Learning Representations (ICLR)",
  url = "http://openreview.net/document/a7ca8bba-732c-4104-83a3-1956c3b5c3a6",
}</pre><pre>
@inproceedings{Denil:2013b,
  title = "Consistency of Online Random Forests",
  author = "Misha Denil and David Matheson and Nando de Freitas",
  year = "2013",
  booktitle = "International Conference on Machine Learning (ICML)",
  note = "JMLR W\&amp;CP 28 (3): 1256–1264, 2013",
  pages = "1256–-1264",
  url = "http://jmlr.org/proceedings/papers/v28/denil13.pdf",
}</pre><pre>
@inproceedings{deFreitas:2013,
  title = "Exponential Regret Bounds for {Gaussian} Process Bandits with Deterministic Observations",
  author = "Nando de Freitas and Alex Smola and Masrour Zoghi",
  year = "2012",
  booktitle = "International Conference on Machine Learning (ICML)",
  url = "http://icml.cc/discuss/2012/853.html",
}</pre><pre>
@article{Andrieu:2003
year={2003},
  title = "An Introduction to {MCMC} for Machine Learning",
  author = "Andrieu, Christophe and de Freitas, Nando and Doucet, Arnaud and Jordan, Michael I.",
  year = "2003",
  issn = "0885-6125",
  journal = "Machine Learning",
  number = "1-2",
  pages = "5-43",
  publisher = "Kluwer Academic Publishers",
  url = "http://dx.doi.org/10.1023/A%3A1020281327116",
  volume = "50",
  doi = "10.1023/A:1020281327116",
}</pre></div><div class="col-xs-12 col-md-3 col-md-pull-9 side-menu-col">[an error occurred while processing this directive]</div></div></div>[an error occurred while processing this directive]