| 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 | 143 | 2022 |
| 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 | 75 | 2021 |
| 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 | 66 | 2021 |
| 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 | 59 | 2024 |
| 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 | 22 | 2021 |
| 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 | 15 | 2021 |
| Multi-objective search for gender-fair and semantically correct word embeddings M Hort, R Moussa, F Sarro Applied Soft Computing 133, 109916, 2023 | 14 | 2023 |
| 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 | 10 | 2022 |
| 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 | 7 | 2023 |
| 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 | 7 | 2022 |
| 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 | 5 | 2023 |
| 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 | 5 | 2022 |
| 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 | 4 | 2024 |
| Optimising word embeddings with search-based approaches M Hort, F Sarro Proceedings of the 2020 Genetic and Evolutionary Computation Conference …, 2020 | 3 | 2020 |
| A Novel Approach for Automatic Program Repair using Round-Trip Translation with Large Language Models F Vallecillos Ruiz, A Grishina, M Hort, L Moonen arXiv e-prints, arXiv: 2401.07994, 2024 | 2* | 2024 |
| An Exploratory Study on How Non-Determinism in Large Language Models Affects Log Parsing M Astekin, M Hort, L Moonen Proceedings of the ACM/IEEE 2nd International Workshop on Interpretability …, 2024 | 1 | 2024 |
| 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 | 1 | 2023 |
| Investigating Trade-offs For Fair Machine Learning Systems M Hort UCL (University College London), 2023 | 1 | 2023 |
| A Comparative Study on Large Language Models for Log Parsing M Astekin, M Hort, L Moonen Proceedings of the 18th ACM/IEEE International Symposium on Empirical …, 2024 | | 2024 |
| On a Sustainable Training of Large Language Models for Source Code M Hort, L Moonen | | 2024 |
Federica SarroProfessor, University College LondonVerified email at ucl.ac.uk
