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Max Hort
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Year
Bias Mitigation for Machine Learning Classifiers: A Comprehensive Survey
M Hort, Z Chen, JM Zhang, F Sarro, M Harman
arXiv preprint arXiv:2207.07068, 2022
802022
Fairea: a model behaviour mutation approach to benchmarking bias mitigation methods
M Hort, JM Zhang, F Sarro, M Harman
Proceedings of the 29th ACM Joint Meeting on European Software Engineering …, 2021
562021
A survey of performance optimization for mobile applications
M Hort, M Kechagia, F Sarro, M Harman
IEEE Transactions on Software Engineering 48 (8), 2879-2904, 2021
502021
Fairness Testing: A Comprehensive Survey and Analysis of Trends
Z Chen, JM Zhang, M Hort, M Harman, F Sarro
ACM Transactions on Software Engineering and Methodology, 2024
432024
Did You Do Your Homework? Raising Awareness on Software Fairness and Discrimination
M Hort, F Sarro
2021 36th IEEE/ACM International Conference on Automated Software …, 2021
202021
Multi-objective search for gender-fair and semantically correct word embeddings
M Hort, R Moussa, F Sarro
Applied Soft Computing 133, 109916, 2023
132023
The effect of offspring population size on NSGA-II: a preliminary study
M Hort, F Sarro
Proceedings of the Genetic and Evolutionary Computation Conference Companion …, 2021
122021
An Empirical Study on the Fairness of Pre-trained Word Embeddings
E Sesari, M Hort, F Sarro
Proceedings of the 4th Workshop on Gender Bias in Natural Language …, 2022
102022
Privileged and unprivileged groups: an empirical study on the impact of the age attribute on fairness
M Hort, F Sarro
Proceedings of the 2nd International Workshop on Equitable Data and …, 2022
72022
The EarlyBIRD Catches the Bug: On Exploiting Early Layers of Encoder Models for More Efficient Code Classification
A Grishina, M Hort, L Moonen
Proceedings of the 31st ACM Joint European Software Engineering Conference …, 2023
42023
Enhanced Fairness Testing via Generating Effective Initial Individual Discriminatory Instances
M Ma, Z Tian, M Hort, F Sarro, H Zhang, Q Lin, D Zhang
arXiv preprint arXiv:2209.08321, 2022
42022
Search-based automatic repair for fairness and accuracy in decision-making software
M Hort, JM Zhang, F Sarro, M Harman
Empirical Software Engineering 29 (1), 36, 2024
32024
An exploratory literature study on sharing and energy use of language models for source code
M Hort, A Grishina, L Moonen
2023 ACM/IEEE International Symposium on Empirical Software Engineering and …, 2023
32023
Optimising word embeddings with search-based approaches
M Hort, F Sarro
Proceedings of the 2020 Genetic and Evolutionary Computation Conference …, 2020
32020
A Novel Approach for Automatic Program Repair using Round-Trip Translation with Large Language Models
FV Ruiz, A Grishina, M Hort, L Moonen
arXiv preprint arXiv:2401.07994, 2024
12024
Investigating Trade-offs For Fair Machine Learning Systems
M Hort
UCL (University College London), 2023
12023
Multi-objective Search for Gender-fair and Semantically Correct Word Embeddings (HOP GECCO'23)
M Hort, R Moussa, F Sarro
Proceedings of the Companion Conference on Genetic and Evolutionary …, 2023
2023
Py2Cy: a genetic improvement tool to speed up python
J Zhong, M Hort, F Sarro
Proceedings of the Genetic and Evolutionary Computation Conference Companion …, 2022
2022
Using Deep Learning to Improve Proof-Number Search in Two-Player Board Games
M Hort
Maastricht University, 2019
2019
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Articles 1–19