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<!DOCTYPE html>
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<title>AEQUITAS 2023 | Workshop on Fairness and Bias in AI</title>
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<h2 class="noo-sh-title-top">Call for Papers</span></h2>
<br>
<p style='text-align:justify;color:black;'>We encourage the submission of original contributions, investigating novel methodologies/approaches to design/implemement fair AI systems and algorithms or to tackle bias in AI. In particular, authors can submit:</p>
<p style='text-align:justify;color:black;'>(A) <strong>Regular papers</strong> (max. 12 + references – CEUR.ws format);<br>
(B) <strong>Short/Position/Discussion papers</strong> (max 6 pages + references - CEUR.ws format);</p>
<p style='text-align:justify;color:black;'><strong>Topics of Interest include but are not limited to:</strong>
<ul style="font-size: 18px !important;">
<li> - Bias and Fairness by Design</li>
<li> - Fairness measures and metrics</li>
<li> - Counterfactual reasoning</li>
<li> - Metric learning</li>
<li> - Impossibility results</li>
<li> - Multi-objective strategies for fairness, explainability, privacy, class-imbalancing, rare events, etc.</li>
<li> - Federated learning</li>
<li> - Resource allocation</li>
<li> - Personalized interventions</li>
<li> - Debiasing strategies on data, algorithms, procedures</li>
<li> - Human-in-the-loop approaches</li>
<li> - Methods to Audit, Measure, and Evaluate Bias and Fairness</li>
<li> - Auditing methods and tools</li>
<li> - Benchmarks and case studies</li>
<li> - Standard and best practices</li>
<li> - Explainability, traceability, data and model lineage</li>
<li> - Visual analytics and HCI for understanding/auditing bias and fairness</li>
<li> - HCI for bias and fairness</li>
<li> - Software engineering approaches</li>
<li> - Legal perspectives on fairness and bias</li>
<li> - Social and critical perspectives on fairness and bias</li>
</ul>
<br>
<br><p style='text-align:justify;color:black;'><strong>Submission Site</strong> <u><i>
<a style="color:blue;" target="_blank" href="https://easychair.org/conferences/?conf=aequitas2023">https://easychair.org/conferences/?conf=aequitas2023</a>
</i></u></p>
<p style='text-align:justify;color:black;'>All submitted papers will be evaluated by at least two members of the program committee, based on originality, significance, relevance and technical quality. Submissions of full research papers must be in English, in PDF format in the CEUR-WS conference format available at <a style="color:blue;" href="http://ceur-ws.org/Vol-XXX/CEURART.zip">this link</a> or at <a style="color:blue;" href="https://www.overleaf.com/latex/templates/template-for-submissions-to-ceur-workshop-proceedings-ceur-ws-dot-org/wqyfdgftmcfw">this link</a> if an Overleaf template is preferred. <br>
Submissions should be single blinded, i.e. authors names should be included in the submissions. Submissions must be made through the EasyChair conference system prior the specified deadline (all deadlines refer to GMT). Discussion papers are extended abstracts that present your favourite recent application work (published elsewhere), position, or open problems with clear and concise formulations of current challenges. <b>At least one of the authors should register and take part at the conference to make the presentation.</b></p>
<br><p style='text-align:justify;color:black;'><strong>Important Dates</strong><br>
* Paper submission deadline: <del>June 18th, 2023</del> <b>June 28th, 2023</b><br>
* Notification to authors: <b>July 17th, 2023</b><br>
* Camera-Ready submission: <b>September 15th, 2023</b><br>
<br>
</p>
<p style='text-align:justify;color:black;'><strong>Proceedings and Post Proceedings</strong>
<br><p style='text-align:justify;color:black;'>All accepted papers will be published in CEUR-WS. A selection of the best papers, accepted for the presentation at the workshops, will be invited to submit an extended version for publication on “JAIR”, the Journal of Artificial Intelligence Research (<a style="color:blue;" target="_blank" href="https://www.jair.org/index.php/jair/index">https://www.jair.org/index.php/jair/index</a>), indexed by INSPEC, Science Citation Index, and MathSciNet. Special issue link <a style="color:blue;" target="_blank" href="https://jair.org/index.php/jair/SpecialTrack-FBAI">https://jair.org/index.php/jair/SpecialTrack-FBAI</a></p>
<!--<br><p style='text-align:justify;color:black;'><strong>Presentation Format</strong>
<br><p style='text-align:justify;color:black;'>Authors of accepted papers accepted papers at the workshops will be requested to provide a video recorded presentation of their work. Presentations will be available to all members of the association. Videos must have a length between 5 and 8 minutes according to the rules given by the workshop organizers. The video should be in MP4 format (1280x720). More details will be published here.</p>
--><br><p style='text-align:justify;color:black;'>For any information write to:</p>
<b><p style='text-align:justify;color:black;'>roberta.calegari@unibo.it</p></b>
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