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    <p>-------- Forwarded Message --------</p>
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            <th valign="BASELINE" nowrap="nowrap" align="RIGHT">Subject:
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            <td>[DMANET] Three-year Postdoc Position in Algorithms and
              Complexity</td>
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            <th valign="BASELINE" nowrap="nowrap" align="RIGHT">Date: </th>
            <td>Sat, 7 May 2022 15:43:57 +0100</td>
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            <th valign="BASELINE" nowrap="nowrap" align="RIGHT">From: </th>
            <td>Rahul Savani <a class="moz-txt-link-rfc2396E" href="mailto:rahul.savani@liverpool.ac.uk">&lt;rahul.savani@liverpool.ac.uk&gt;</a></td>
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            <th valign="BASELINE" nowrap="nowrap" align="RIGHT">To: </th>
            <td><a class="moz-txt-link-abbreviated" href="mailto:dmanet@zpr.uni-koeln.de">dmanet@zpr.uni-koeln.de</a></td>
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      <br>
      APPLICATION DEADLINE: 16th May 2022<br>
      <br>
      We are seeking candidates for a three-year postdoctoral research
      position<br>
      funded by the EPSRC project &quot;New Techniques for Resolving Boundary
      Problems<br>
      in Total Search&quot;<br>
      <br>
      The project will be led by John Fearnley
      (<a class="moz-txt-link-freetext" href="https://cgi.csc.liv.ac.uk/~john/">https://cgi.csc.liv.ac.uk/~john/</a>&gt;and Rahul Savani
      (<a class="moz-txt-link-freetext" href="http://www.csc.liv.ac.uk/~rahul">http://www.csc.liv.ac.uk/~rahul</a> and will run for three<br>
      years starting from the 1st of September 2022.<br>
      <br>
      The project will explore new techniques for showing hardness in
      TFNP,<br>
      following on from the STOC 2021 best paper “The complexity of
      gradient<br>
      descent: CLS = PPAD ∩ PLS”. The project will particularly focus on
      the<br>
      complexity class CLS, which contains problems from a wide variety
      of<br>
      disciplines, including:<br>
      * Algorithmic Game Theory (eg. Network congestion games, Network<br>
      coordination games, Shapley stochastic games)<br>
      * Formal Verification (eg. Tarski fixed points, Contraction map
      fixed<br>
      points, Unique sink orientations, Simple-stochastic games)<br>
      * Optimization and Machine Learning (eg. finding KKT points of<br>
      polynomials, gradient descent in a neural network)<br>
      <br>
      An ideal candidate will have a strong research background in at
      least one<br>
      of the three areas listed above. That candidate will also have, or
      be close<br>
      to completing, a PhD in Computer Science or a related area.<br>
      <br>
      Informal enquiries are welcome, and should be directed to<br>
      <a class="moz-txt-link-abbreviated" href="mailto:john.fearnley@liverpool.ac.uk">john.fearnley@liverpool.ac.uk</a>.<br>
      <br>
      The application form can be found here:<br>
<a class="moz-txt-link-freetext" href="https://my.corehr.com/pls/ulivrecruit/erq_jobspec_version_4.display_form?p_company=1&amp;p_internal_external=E&amp;p_display_in_irish=N&amp;p_process_type=&amp;p_applicant_no=&amp;p_form_profile_detail=&amp;p_display_apply_ind=Y&amp;p_refresh_search=Y&amp;p_recruitment_id=040746">https://my.corehr.com/pls/ulivrecruit/erq_jobspec_version_4.display_form?p_company=1&amp;p_internal_external=E&amp;p_display_in_irish=N&amp;p_process_type=&amp;p_applicant_no=&amp;p_form_profile_detail=&amp;p_display_apply_ind=Y&amp;p_refresh_search=Y&amp;p_recruitment_id=040746</a>&gt;<br>
      APPLICATION DEADLINE: 16th May 2022<br>
      <br>
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