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<!doctype html>
<html lang="en">
<head>
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<link rel="stylesheet" href="https://maxcdn.bootstrapcdn.com/bootstrap/4.0.0/css/bootstrap.min.css" integrity="sha384-Gn5384xqQ1aoWXA+058RXPxPg6fy4IWvTNh0E263XmFcJlSAwiGgFAW/dAiS6JXm"
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<title>Max Hort</title>
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<nav class="navbar navbar-expand-lg navbar-dark bg-dark">
<a class="navbar-brand" href="https://maxhort.github.io/">Max Hort</a>
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<a class="nav-item nav-link active" href="#about">Home</a>
<a class="nav-item nav-link" href="#publications">Publications</a>
<a class="nav-item nav-link" href="#service">Service</a>
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<img src="max2.jpg" alt="Max" width="150">
<p><br>Simula Research Laboratory
<br>Oslo, Norway
<br>Email: maxh[at]simula.no</p>
<a href="https://github.com/maxhort/">GitHub</a> •
<a href="https://www.linkedin.com/in/max-hort-40aa72140/">LinkedIn</a>
</div>
<div class="col-sm-8 text-left">
<h3 id="about">About</h3>
<p>I am an ERCIM Research Fellow at <a href="https://www.simula.no/"
target="_blank"> Simula Research Laboratory</a>, supervised by Professor <a href="https://leonmoonen.com/">Leon Moonen</a>.
</p>
<!--<p>My research research interests lie on software fairness, non-functional optimization of software, and search-based software engineering.
In particular, I focus on improving the fairness of machine learning models, such as binary classification and word embeddings.-->
<p>My research interests lie on the intersection of machine learning and software engineering, non-functional optimization, and fairness.
In particular, I focus on the use of large language models trained on source code to detect and repair software vulnerabilities.
</p>
<hr>
<h3 id="publications">Publications</h3>
<ul>
<li>An Exploratory Literature Study on Sharing and Energy Use of Language Models for Source Code (ESEM'23) <a href = "/bibtex/hort2023exploratory.txt" download>[Bibtex]</a> <a href="/publications/hort2023exploratory.pdf">[pdf]</a></li>
<li>The EarlyBIRD Catches the Bug: On Exploiting Early Layers of Encoder Models for More Efficient Code Classification (FSE'23) <a href = "/bibtex/grishina2023earlybird.txt" download>[Bibtex]</a> <a href="/publications/grishina2023earlybird.pdf">[pdf]</a></li>
<li>Multi-objective Search for Gender-Fair and Semantically Correct Word Embeddings HOP (GECCO'23) <a href = "/bibtex/hort2023hop.txt" download>[Bibtex]</a> <a href="/publications/hort2023hop.pdf">[pdf]</a></li>
<li>Multi-objective Search for Gender-Fair and Semantically Correct Word Embeddings (Appl.SoftComput.'23) <a href = "/bibtex/hort2023multi.txt" download>[Bibtex]</a> <a href="/publications/hort2023multi.pdf">[pdf]</a></li>
<li>Bias Mitigation for Machine Learning Classifiers: A Comprehensive Survey (arXiv'22) <a href = "/bibtex/hort2022bias.txt" download>[Bibtex]</a> <a href="/publications/hort2022bias.pdf">[pdf]</a></li>
<li>Fairness Testing: A Comprehensive Survey and Analysis of Trends (arXiv'22) <a href = "/bibtex/chen2022fairness.txt" download>[Bibtex]</a> <a href="/publications/chen2022fairness.pdf">[pdf]</a></li>
<li>Enhanced Fairness Testing via Generating Effective Initial Individual Discriminatory Instances (arXiv'22) <a href = "/bibtex/ma2022enhanced.txt" download>[Bibtex]</a> <a href="/publications/ma2022enhanced.pdf">[pdf]</a></li>
<li>An Empirical Study on the Fairness of Pre-trained Word Embeddings (GEBNLP'22) <a href = "/bibtex/SesariGEBNLP22.txt" download>[Bibtex]</a> <a href="/publications/SesariGEBNLP22.pdf">[pdf]</a></li>
<li>Py2Cy: A Genetic Improvement Tool To Speed Up Python (GI@GECCO'22) <a href = "/bibtex/ZhongGECCOGI22.txt" download>[Bibtex]</a> <a href="/publications/ZhongGECCOGI22.pdf">[pdf]</a></li>
<li>Privileged and Unprivileged Groups: An Empirical Study on the Impact of the Age Attribute on Fairness (Fairware'22) <a href = "/bibtex/hort2022fairware.txt" download>[Bibtex]</a> <a href="/publications/hort2022fairware.pdf">[pdf]</a></li>
<li>Did You Do Your Homework? Raising Awareness on Software Fairness and Discrimination (ASE'22) <a href = "/bibtex/hort2021ase.txt" download>[Bibtex]</a> <a href="/publications/hort2021ase.pdf">[pdf]</a></li>
<li>Fairea: A Model Behaviour Mutation Approach to Benchmarking Bias Mitigation Methods (FSE'21) <a href = "/bibtex/hort2021fairea.txt" download>[Bibtex]</a> <a href="/publications/hort2021fairea.pdf">[pdf]</a></li>
<li>The Effect of Offspring Population Size on NSGA-II: A Preliminary Study (GECCO'21) <a href = "/bibtex/hort2021nsga.txt" download>[Bibtex]</a> <a href="/publications/hort2021nsga.pdf">[pdf]</a></li>
<li>A Survey of Performance Optimization for Mobile Applications (TSE'21) <a href = "/bibtex/hort2021tse.txt" download>[Bibtex]</a> <a href="/publications/hort2021tse.pdf">[pdf]</a></li>
<li>Optimising Word Embeddings With Search-Based Approaches (GECCO'20) <a href = "/bibtex/hort2020optimising.txt" download>[Bibtex]</a> <a href="/publications/hort2020optimising.pdf">[pdf]</a></li>
</ul>
<h3 id="publications">Master Thesis</h3>
<ul>
<li>Using Deep Learning to Improve Proof-Number Search in Two-Player Board Games <a href = "/thesis.pdf">[pdf]</a></li>
</ul>
<h3 id="service">Service</h3>
<ul>
<li>Invited speaker at the <a href="https://www.ucl.ac.uk/crest/events/2023/mar/63rd-crest-open-workshop-genetic-improvement-and-software-specialisation">63rd CREST Open Workshop</a></li>
<li>Co-Chair RENE/NIER Track for <a href="https://conf.researchr.org/home/ssbse-2023">SSBSE'23</a></li>
<li>Junior PC for <a href="https://conf.researchr.org/home/msr-2023">MSR'23</a> (Distinguished Reviewer)</li>
<li>Shadow PC for <a href="https://conf.researchr.org/home/msr-2022">MSR'22</a></li>
<li>Reviewer for <a href="https://www.computer.org/csdl/journal/ts">TSE</a></li>
<li>Reviewer for <a href="https://dl.acm.org/journal/tosem">TOSEM</a></li>
<li>Reviewer for <a href="https://www.springer.com/journal/10664">EMSE</a></li>
<li>Reviewer for <a href="https://jair.org/index.php/jair">JAIR</a></li>
<li>Co-reviewer for <a href="https://conf.researchr.org/home/ase-2022">ASE'22</a></li>
<li>Co-reviewer for <a href="https://conf.researchr.org/home/icse-2022">ICSE'22</a></li>
<li>Co-reviewer for <a href="https://2021.esec-fse.org/">FSE'21</a>, <a href="https://2022.esec-fse.org/">FSE'22</a></li>
<li>Co-reviewer for <a href="https://saner2020.csd.uwo.ca/index">SANER'20</a></li>
<li>Student Volunteer <a href="https://conf.researchr.org/home/icse-2021">ICSE'21</a></li>
<li>Student Volunteer <a href="https://2020.esec-fse.org/">FSE'20</a></li>
<li>Teaching Assistant COMP0137 Machine Vision</li>
<li>Teaching Assistant COMP0066 Introduction to Programming</li>
<li>Teaching Assistant COMP0005 Algorithms</li>
<li>Co-supervision of MSc student projects (Fairness of Word Embeddings, Genetic Improvement for Python)</li>
</ul>
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