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<span style="font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, Calibri, Helvetica, sans-serif; font-size: 12pt; color: rgb(0, 0, 0);">Dear all,</span>
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my name is Daniel Hernández-Lobato. I am an associate professor at Escuela Politécnica Superior (EPS), Universidad Autónoma de Madrid, Spain.</div>
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I have an opening for a PhD position in my research group (<a title="http://arantxa.ii.uam.es/~gaa/" class="OWAAutoLink" id="LPlnk420222" href="http://arantxa.ii.uam.es/~gaa/">http://arantxa.ii.uam.es/~gaa/</a>) focusing on developing new methods for Bayesian
optimization.</div>
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Bayesian optimization uses techniques from artificial intelligence and machine learning to solve complex optimization problems. In these problems, the objective function is very expensive to evaluate, lacks a closed-form solution, and the evaluations may be
contaminated with noise.</div>
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Potential applications of Bayesian optimization include tuning the hyper-parameters of machine learning algorithms, finding new materials or developing new drugs, among others.</div>
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In this link, there are a few slides introducing this research topic: <a title="https://dhnzl.org/wp-content/uploads/2021/07/slides_bo-1.pdf" class="OWAAutoLink" id="LPlnk584642" href="https://dhnzl.org/wp-content/uploads/2021/07/slides_bo-1.pdf">
https://dhnzl.org/wp-content/uploads/2021/07/slides_bo-1.pdf</a></div>
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The goal during the PhD studies will be to develop new methods for Bayesian optimization.</div>
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This is a link to my web page: <a title="https://dhnzl.org" class="OWAAutoLink" id="LPlnk752011" href="https://dhnzl.org">
https://dhnzl.org</a></div>
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This is a link to my Google Scholar web page: <a title="https://scholar.google.com/citations?user=rL6cvTUAAAAJ&hl=es&oi=ao" class="OWAAutoLink" id="LPlnk944061" href="https://scholar.google.com/citations?user=rL6cvTUAAAAJ&hl=es&oi=ao">
https://scholar.google.com/citations?user=rL6cvTUAAAAJ&hl=es&oi=ao</a></div>
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Monthly gross salary: 2000 euros, for a minimum of 3 years.</div>
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Approximate starting date: October 2025.</div>
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If you are interested or would like to get more information about the position, please write to daniel.hernandez@uam.es.</div>
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Sincerely,</div>
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Daniel Hernández-Lobato</div>
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