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<p style="margin:0cm"><span style="font-size:11.0pt;color:#212121">Dear All,</span><span class="apple-converted-space"><span style="color:#212121"> </span></span><span style="color:#212121"><o:p></o:p></span></p>
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<span style="font-size:11.0pt;color:#212121"> </span><span style="color:#212121"><o:p></o:p></span></p>
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<span style="font-size:11.0pt;color:#212121">A fully funded PhD position is available in my research group</span><span class="apple-converted-space"><span style="color:#212121"> </span></span><span style="font-size:11.0pt;color:#212121">at Loughborough University
on the topic "Lifelong learning and shareable models: How to reduce the energy footprint of AI and contribute to a sustainable decarbonised future".</span><span class="apple-converted-space"><span style="color:#212121"> </span></span><span style="color:#212121"><o:p></o:p></span></p>
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<span style="font-size:11.0pt;color:#212121"> </span><span style="color:#212121"><o:p></o:p></span></p>
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<span style="font-size:11.0pt;color:#212121">Please find further details at</span><span class="apple-converted-space"><span style="color:#212121"> </span></span><span style="color:#212121"><o:p></o:p></span></p>
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<span style="font-size:11.0pt;color:#212121"><a href="https://www.lboro.ac.uk/study/postgraduate/research-degrees/phd-opportunities/lifelong-learning-shareable-models/" title="https://www.lboro.ac.uk/study/postgraduate/research-degrees/phd-opportunities/lifelong-learning-shareable-models/"><span style="color:#0078D7">https://www.lboro.ac.uk/study/postgraduate/research-degrees/phd-opportunities/lifelong-learning-shareable-models/</span></a></span><span style="color:#212121"><o:p></o:p></span></p>
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<span style="font-size:11.0pt;color:#212121"> </span><span style="color:#212121"><o:p></o:p></span></p>
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<span style="font-size:11.0pt;color:#212121">Application deadline: 19th July 2024</span><span style="color:#212121"><o:p></o:p></span></p>
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<span style="font-size:11.0pt;color:#212121"> </span><span style="color:#212121"><o:p></o:p></span></p>
<p style="margin:0cm;caret-color: rgb(33, 33, 33);font-variant-caps: normal;orphans: auto;text-align:start;widows: auto;-webkit-text-stroke-width: 0px;word-spacing:0px">
<span style="font-size:11.0pt;color:#212121">This project will further extend research directions highlighted in our recent paper "A collective AI via lifelong learning and sharing at the edge" Nature Machine Intelligence, March 2024, available at :</span><span class="apple-converted-space"><span style="color:#212121"> </span></span><span style="font-size:11.0pt;color:#212121"><a href="https://rdcu.be/dB9zt" title="https://rdcu.be/dB9zt"><span style="color:#0078D7">https://rdcu.be/dB9zt</span></a></span><span style="color:#212121"><o:p></o:p></span></p>
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<span style="font-size:11.0pt;color:#212121"> </span><span style="color:#212121"><o:p></o:p></span></p>
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<b><span style="font-size:11.0pt;color:#212121">Requirements</span></b><span style="font-size:11.0pt;color:#212121">: Applicant should have, or expect to achieve, a first-class honours (or international equivalent) in computer science or related subjects. Applicants
must meet the minimum English language requirements ( <a href="http://www.lboro.ac.uk/international/applicants/english/" title="http://www.lboro.ac.uk/international/applicants/english/"><span style="color:#0078D7">International website</span></a>)</span><span style="color:#212121"><o:p></o:p></span></p>
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<span style="font-size:11.0pt;color:#212121"> </span><span style="color:#212121"><o:p></o:p></span></p>
<p style="margin:0cm;caret-color: rgb(33, 33, 33);font-variant-caps: normal;orphans: auto;text-align:start;widows: auto;-webkit-text-stroke-width: 0px;word-spacing:0px">
<b><span style="font-size:11.0pt;color:#212121">Project details:</span></b><span class="apple-converted-space"><b><span style="color:#212121"> </span></b></span><span style="font-size:11.0pt;color:#212121">Current AI models are not designed to reuse and share
knowledge. When conditions change, e.g., data distributions, locations, or platforms, retraining needs to occur from scratch. In some cases, like for foundation models or for complex robotics tasks, the process requires very large amount of data and energy.
Recent advances towards lifelong learning and sharable models promise to create a new efficient AI landscape in which machine-learned knowledge can be built incrementally and worldwide with optimized energy use. This PhD project aims to advance the latest
lifelong learning and sharable AI models to contribute to reduce the energy footprint of AI. An overview of this emerging field can be found in a recent publication from our group on Nature Machine Intelligence </span><span class="apple-converted-space"><span style="color:#212121"> </span></span><span style="font-size:11.0pt;color:#212121"><a href="https://doi.org/10.1038/s42256-024-00800-2" title="https://doi.org/10.1038/s42256-024-00800-2"><span style="color:#0078D7">https://doi.org/10.1038/s42256-024-00800-2</span></a></span><span style="color:#212121"><o:p></o:p></span></p>
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<span style="font-size:11.0pt;color:#212121"> </span><span style="color:#212121"><o:p></o:p></span></p>
<p style="margin:0cm;caret-color: rgb(33, 33, 33);font-variant-caps: normal;orphans: auto;text-align:start;widows: auto;-webkit-text-stroke-width: 0px;word-spacing:0px">
<span style="font-size:11.0pt;color:#212121">The student will be part of a growing group of researchers in machine learning and artificial intelligence in the Computer Science Department with collaborators from Loughborough Business School. <a href="https://www.lboro.ac.uk/schools/business-school/digital-decarbonisation/" title="https://www.lboro.ac.uk/schools/business-school/digital-decarbonisation/"><span style="color:#0078D7">Learn
more about Digital Decarbonisation</span></a>. The project is in collaboration with the co-supervision of Dr. Vitor Castro, Dr. Rebecca Higginson and Prof. Tom Jackson. </span><span style="color:#212121"><o:p></o:p></span></p>
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<span style="font-size:11.0pt;color:#212121"> </span><span style="color:#212121"><o:p></o:p></span></p>
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<span style="font-size:11.0pt;color:#212121">Best regards,</span><span style="color:#212121"><o:p></o:p></span></p>
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<span style="font-size:11.0pt;color:#212121"><br>
Andrea Soltoggio</span><span style="color:#212121"><o:p></o:p></span></p>
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<span style="font-family:"Calibri",sans-serif;color:#212121">-- </span><span style="color:#212121"><o:p></o:p></span></p>
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<span style="font-family:"Calibri",sans-serif;color:black">Dr. Andrea Soltoggio (he/him or they/them)</span><span style="color:#212121"><o:p></o:p></span></p>
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<span style="font-family:"Calibri",sans-serif;color:black">Reader in Artificial Intelligence </span><span style="color:#212121"><o:p></o:p></span></p>
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<span style="font-family:"Calibri",sans-serif;color:black">Department of Computer Science, School of Science</span><span style="color:#212121"><o:p></o:p></span></p>
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<span lang="DE" style="font-family:"Calibri",sans-serif;color:black">& Intelligent Automation Centre </span><span style="color:#212121"><o:p></o:p></span></p>
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<span style="font-family:"Calibri",sans-serif;color:#212121"><a href="https://www.intelligent-automation.org.uk/about-us/centre-staff" target="_blank" title="https://www.intelligent-automation.org.uk/about-us/centre-staff"><span lang="DE" style="color:#1155CC">https://www.intelligent-automation.org.uk/about-us/centre-staff</span></a></span><span style="color:#212121"><o:p></o:p></span></p>
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<span style="font-family:"Calibri",sans-serif;color:black">& Centre for Information Management</span><span style="color:#212121"><o:p></o:p></span></p>
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<span style="font-family:"Calibri",sans-serif;color:#212121"><a href="https://www.lboro.ac.uk/departments/sbe/cim/" target="_blank" title="https://www.lboro.ac.uk/departments/sbe/cim/"><span style="color:#1155CC">https://www.lboro.ac.uk/departments/sbe/cim/</span></a></span><span style="color:#212121"><o:p></o:p></span></p>
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<span style="font-family:"Calibri",sans-serif;color:black">Haslegrave Building, N.2.03</span><span style="color:#212121"><o:p></o:p></span></p>
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<span style="font-family:"Calibri",sans-serif;color:black">Loughborough University</span><span style="color:#212121"><o:p></o:p></span></p>
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<span style="font-family:"Calibri",sans-serif;color:black">LE11 3TU, UK</span><span style="color:#212121"><o:p></o:p></span></p>
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<span style="font-family:"Calibri",sans-serif;color:black">Email: </span><span style="font-family:"Calibri",sans-serif;color:#212121"><a href="mailto:a.soltoggio@lboro.ac.uk" target="_blank" title="mailto:a.soltoggio@lboro.ac.uk"><span style="color:#1155CC">a.soltoggio@lboro.ac.uk</span></a></span><span style="color:#212121"><o:p></o:p></span></p>
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<span style="font-family:"Calibri",sans-serif;color:black">Web: </span><span style="font-family:"Calibri",sans-serif;color:#212121"><a href="http://www.lboro.ac.uk/departments/compsci/staff/dr-andrea-soltoggio.html" target="_blank" title="http://www.lboro.ac.uk/departments/compsci/staff/dr-andrea-soltoggio.html"><span style="color:#1155CC">http://www.lboro.ac.uk/departments/compsci/staff/dr-andrea-soltoggio.html</span></a></span><span style="color:#212121"><o:p></o:p></span></p>
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