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<!DOCTYPE html>
<html>
<head>
<meta http-equiv="Content-Type" content="text/html; charset=utf-8"/>
<meta http-equiv="Content-Style-Type" content="text/css" />
<meta http-equiv="Content-Script-Type" content="text/javascript" />
<meta name="description" content="work in progress - placeholder" />
<title>Machine Learning at Sheffield – coming soon</title>
<style>
body
{
background-color:#fff;
font-family: "Arial", "Helvetica", sans-serif;
line-height: 1.3em;
font-size: 14pt;
margin:0;
padding:0;
color: #000;
}
#main
{
width:800px;
margin-left:auto;
margin-right:auto;
}
#main .block
{
border-top:4px solid #000;
width:660px;
padding: 20px 70px;
min-height: 300px
}
span.heading
{
font-size: 28pt;
font-weight: bold;
line-height: 1.5em;
}
span.heading-2
{
font-size: 20pt;
font-weight:bold;
margin-bottom:15px;
display:block;
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div.software
{
padding:10px 0;
}
div.person
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}
span.name
{
display:block;
}
span.description
{
display:block;
margin-left:1em;
font-style:italic;
}
</style>
</head>
<body>
<div id="main">
<div class="block" id="description">
<div style="text-align:right; width:100%; margin-bottom:50px"><span class="heading">Machine Learning Research Group<br />University of Sheffield</span></div>
<p style="text-align:justify">
The <span style="font-style:italics">Machine Learning</span> group at the University of Sheffield aims to develop algorithms which automatically learn to recognize complex patterns in data, and use these to make intelligent decisions. We have gained an international reputation for research into the development of machine learning techniques and their application to a diverse range of modelling tasks. Our group has established the <a href="http://opendsi.cc/" target="_blank">Open Data Science Initiative</a> and is active in promoting reproducibility of research via good Software Engineering principles.
</p>
<p>
Our research covers three general areas, with examples:
</p>
<ol type="i" id="research">
<li>Learning Algorithms
<ul class="examples">
<li>Dimensionality Reduction</li>
<li>Probabilistic Modelling</li>
<li>Optimisation</li>
<li>Statistical Learning</li>
</ul>
</li>
<li>Applications
<ul class="examples">
<li>Personalised Health</li>
<li>Computational Biology</li>
<li>Computational Neuroscience</li>
</ul>
</li>
<li>Ethics of AI
<ul class="examples">
<li>Data Legislation</li>
<li>Responsible Innovation</li>
</ul>
</li>
</ol>
<a href="https://sheffieldmlnet.github.io"><div style="width:660px; height:296px; background-color:#131521; background-image:url('https://sheffieldmlnet.github.io/img/banner-logo.png'); background-repeat:no-repeat;"></div></a>
<p style="font-size: 16pt;">We coordinate the <a href="https://sheffieldmlnet.github.io" style="text-decoration:none; color:#000; font-weight:bold;">Sheffield Machine Learning Research Network</a>. Details of past and future events are available <a style="text-decoration:none; color:#000; font-weight:bold;" href="https://sheffieldmlnet.github.io/talk/">here</a>.<p>
<!--a style="text-decoration:none; color:#000;" href="https://www.sheffield.ac.uk/dcs/research/groups/machine-learning"><span style="font-weight:bold; text-align:center; display:block;">
This site is currently under development.
</span></a-->
</div>
<div class="block" id="people">
<span class="heading-2">Core Members</span>
<div class="person">
<span class="name">Prof Eleni Vasilaki (Head of Group)</span>
<span class="description">
Professor of Computational Neuroscience and Neural Engineering</span>
</div>
<div class="person">
<span class="name">Prof Neil Lawrence (currently at Amazon Research)</span>
<span class="description">
Professor of Computational Biology and Machine Learning
</span>
</div>
<div class="person">
<span class="name">Dr Amanda Sharkey</span>
<span class="description">Senior Lecturer</span>
</div>
<div class="person">
<span class="name">Dr Mauricio Alvarez</span>
<span class="description">Lecturer</span>
</div>
<div class="person">
<span class="name">Dr Haiping Lu</span>
<span class="description">Lecturer</span>
</div>
<div class="person">
<span class="name">Dr Mike Croucher</span>
<span class="description">Senior Research Software Engineer</span>
</div>
<span style="margin-top:20px" class="heading-2">Affiliated Members</span>
<div class="person">
<span class="name">Prof Thomas Hain</span>
<span class="description">Speech and Hearing Group</span>
</div>
<div class="person">
<span class="name">Dr Andreas Vlachos</span>
<span class="description">Natural Language Processing Group</span>
</div>
</div>
<div class="block" id="links">
<span class="heading-2">Software</span>
<div class="software">
<span>GPy</span> : <a href="https://sheffieldml.github.io/GPy/">https://sheffieldml.github.io/GPy/</a><br />
<span class="description">GPy is an open-source library for Gaussian Processes (GP) written in Python</span>
</div>
<div class="software">
<span>GPyOpt</span> : <a href="https://sheffieldml.github.io/GPyOpt">https://sheffieldml.github.io/GPyOpt</a><br />
<span class="description">GPyOpt is an open-source library for Bayesian Optimization using GPy, written in Python</span>
</div>
<div class="software">
<span>Rodent Data Analytics (RODA)</span> : <a href="https://github.com/RodentDataAnalytics">https://github.com/RodentDataAnalytics</a><br />
<span class="description">A MATLAB suite of algorithms and software for the analysis and classification of trajectories of rodents in the Morris Water Maze</span>
</div>
</div>
<div class="block" id="contact">
<span class="heading-2">Contact</span>
<p>
Machine Learning Research Group<br />
Department of Computer Science<br />
University of Sheffield<br />
Regent Court<br />
211 Portobello<br />
Sheffield, S1 4DP<br />
UK<br />
<br />
Tel: +44 (0)114 222 1800<br />
Fax: +44 (0)114 222 1810
</p>
</div>
</div>
</body>
</html>