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<span class="CEURVOLNR">Vol-XXX</span> <br>
<span class="CEURURN">urn:nbn:de:0074-XXX-C</span>
<p class="unobtrusive copyright" style="text-align: justify">Copyright &copy; JJJJ for
the individual papers by the papers' authors.
Copyright &copy; <span class="CEURPUBYEAR">2024</span> for the volume
as a collection by its editors.
This volume and its papers are published under the
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<h1><a href="https://fairnesscluster.github.io/aimmes23.github.io/index.html"><span class="CEURVOLACRONYM">AIMMES 2024</span></a><br>
<span class="CEURVOLTITLE">AI bias: Measurements, Mitigation, Explanation Strategies</span></h1>
<br>

<h3>
<span class="CEURFULLTITLE">Proceedings of the 1st Workshop on AI bias: Measurements, Mitigation, Explanation Strategies</span><br><br>
</h3>
<h3><span class="CEURLOCTIME">Amsterdam, Netherlands, March 20, 2024</span>.</h3>
<br>
<b> Edited by </b>
<p>

</p><h3>
   <a href="https://www.unibo.it/sitoweb/roberta.calegari"><span class="CEURVOLEDITOR">Roberta Calegari</span></a> *<br>
   <a href="https://www.icrea.cat/Web/ScientificStaff/carlos-castillo-ocaranza-375680"><span class="CEURVOLEDITOR">Carlos Castillo</span></a> **<br>
   <a href="https://www.iti.gr/iti/en/people/papadopoulos-symeon/"><span class="CEURVOLEDITOR">Symeon Papadopoulos</span></a> ***<br>
   <a href="https://www.ntnu.edu/employees/roger.soraa"><span class="CEURVOLEDITOR">Roger Soraa</span></a> ****<br>
</h3>

* <a href="https://www.unibo.it/en/homepage/">University of Bologna</a>,
  Department of Computer Science and Engineering, Bologna, Italy<br>
** <a href="https://www.google.com/search?client=safari&rls=en&q=Universitat+Pompeu+Fabra&ie=UTF-8&oe=UTF-8">ICREA and Universitat Pompeu Fabra -</a>,
   Barcelona, Spain<br>
*** <a href="https://www.certh.gr/root.en.aspx">CERTH/ITI </a>,
      Thessaloniki, Greece<br>
*** <a href="https://www.ntnu.edu/kult/centre-for-technology-and-society">NTNU Centre for Technology and Society </a>,
            Trondheim, Norway<br>
  <br>

<hr>

<br><br><br>

<div class="CEURTOC">
<h2> Table of Contents </h2>

<ul>
<li id="xpreface">
Summary: There were <span class="CEURSUBMITTEDPAPERS">24</span> papers submitted for peer-review to this workshop. Out of these,
<span class="CEURACCEPTEDPAPERS">6</span> papers were accepted for this volume,
<span class="CEURACCEPTEDREGULARPAPERS">6</span> as regular papers and
<span class="CEURACCEPTEDSHORTPAPERS">0</span> as short papers.
</li>
</ul>
<BR>

<h3><span class="CEURSESSION">Papers</span></h3>
<ul>
<li id="paper1"><a href="paper1.pdf">
<span class="CEURTITLE">A Leaderboard to Benchmark Ethical Biases in LLMs</span></a>
<br>
<span class="CEURAUTHOR">Marcos Gomez-Vazquez</span>,
<span class="CEURAUTHOR">Sergio Morales</span>,
<span class="CEURAUTHOR">German Castignani</span>,
<span class="CEURAUTHOR">Robert Claris&oacute;</span>,
<span class="CEURAUTHOR">Aaron Conrardy</span>,
<span class="CEURAUTHOR">Louis Deladiennee</span>,
<span class="CEURAUTHOR">Samuel Renault</span>,
<span class="CEURAUTHOR">Jordi Cabot</span>
</li>

<li id="paper2"><a href="paper2.pdf">
<span class="CEURTITLE">CO*IR: A Greedy and Individually Fair Re-ranker</span></a>
<br>
<span class="CEURAUTHOR">Se&aacute;n Healy</span>
</li>

<li id="paper3"><a href="paper3.pdf">
<span class="CEURTITLE">How a socio-technical approach to AI auditing can change how we understand and measure fairness in machine learning systems</span></a>
<br>
<span class="CEURAUTHOR">Gemma Galdon Clavell</span>,
<span class="CEURAUTHOR">Ariane Aumaitre</span>,
<span class="CEURAUTHOR">Toon Calders</span>
</li>

<li id="paper4"><a href="paper4.pdf">
  <span class="CEURTITLE">Analyzing bias and discrimination in an algorithmic hiring use case</span></a>
  <br>
  <span class="CEURAUTHOR">David Quer</span>,
  <span class="CEURAUTHOR">Anna Via</span>,
  <span class="CEURAUTHOR">Marc Serra-Vidal</span>,
  <span class="CEURAUTHOR">Laia Nadal</span>,
  <span class="CEURAUTHOR">Didac Fortuny</span>
</li>

<li id="paper5"><a href="paper5.pdf">
<span class="CEURTITLE">Towards Standardizing AI Bias Exploration</span></a>
<br>
<span class="CEURAUTHOR">Emmanouil Krasanakis</span>,
<span class="CEURAUTHOR">Symeon Papadopoulos</span>
</li>

<li id="paper6"><a href="paper6.pdf">
<span class="CEURTITLE">Optimal Fair Ranking: Real Performances and Critical Parameters</span></a>
<br>
<span class="CEURAUTHOR">Daniela A. Parletta</span>,
<span class="CEURAUTHOR">Fabio Napoli</span>
</li>
</ul>


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<span class="unobtrusive">
2024-08-06: submitted by Roberta Calegari,
            metadata incl. bibliographic data published under <A HREF="https://creativecommons.org/publicdomain/zero/1.0/">Creative Commons CC0</A><br>
<span class="CEURPUBDATE">yyyy-mm-dd</span>: published on CEUR Workshop Proceedings (CEUR-WS.org, ISSN 1613-0073)
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