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Author

Max Hort

Observed name: Hort, Max
ORCID: 0000-0001-8684-5909
Observed ORCID: 0000-0001-8684-5909
OpenAlex ID: A5037784196
Bias Mitigation for Machine Learning Classifiers: A Comprehensive Survey
2023 · Max Hort, Zhenpeng Chen, et al. · ACM Journal on Responsible Computing · 322
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Fairness Testing: A Comprehensive Survey and Analysis of Trends
2024 · Zhenpeng Chen, Jie M. Zhang, et al. · ACM Transactions on Software Engineering and Methodology · 152
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A Survey of Performance Optimization for Mobile Applications
2021 · Max Hort, Maria Kechagia, et al. · IEEE Transactions on Software Engineering · 108
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Fairea: a model behaviour mutation approach to benchmarking bias mitigation methods
2021 · Max Hort, Jie M. Zhang, et al. · ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering (ESEC/FSE) · 90
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Multi-objective search for gender-fair and semantically correct word embeddings
2022 · Max Hort, Rebecca Moussa, et al. · Applied Soft Computing · 24
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The EarlyBIRD Catches the Bug: On Exploiting Early Layers of Encoder Models for More Efficient Code Classification
2023 · Anastasiia Grishina, Max Hort, et al. · ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering (ESEC/FSE) · 21
Did You Do Your Homework? Raising Awareness on Software Fairness and Discrimination
2021 · Max Hort, Federica Sarro · IEEE/ACM International Conference on Automated Software Engineering (ASE) · 19
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An Exploratory Study on How Non-Determinism in Large Language Models Affects Log Parsing
2024 · Merve Astekin, Max Hort, et al. · 18
Search-based Automatic Repair for Fairness and Accuracy in Decision-making Software
2024 · Max Hort, Jie M. Zhang, et al. · Empirical Software Engineering · 15
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An Exploratory Literature Study on Sharing and Energy Use of Language Models for Source Code
2023 · Max Hort, Anastasiia Grishina, et al. · Proceedings of the ... ACM-IEEE International Symposium on Empirical Software Engineering and Measurement/International Symposium on Empirical Software Engineering and Measurement · 15
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The Art of Repair: Optimizing Iterative Program Repair with Instruction-Tuned Models
2025 · Fernando Vallecillos Ruiz, Max Hort, et al. · International Conference on Evaluation and Assessment in Software Engineering (EASE) · 13
A Comparative Study on Large Language Models for Log Parsing
2024 · Merve Astekin, Max Hort, et al. · Proceedings of the ... ACM-IEEE International Symposium on Empirical Software Engineering and Measurement/International Symposium on Empirical Software Engineering and Measurement · 13
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The effect of offspring population size on NSGA-II
2021 · Max Hort, Federica Sarro · Genetic and Evolutionary Computation Conference Companion (GECCO Companion) · 12
The Impact of Fine-Tuning Large Language Models on Automated Program Repair
2025 · Roman Macháček, Anastasiia Grishina, et al. · IEEE International Conference on Software Maintenance (ICSM) · 11
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Assessing the Latent Automated Program Repair Capabilities of Large Language Models Using Round-Trip Translation
2025 · Fernando Vallecillos-Ruiz, Anastasiia Grishina, et al. · ACM Transactions on Software Engineering and Methodology · 10
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Enhanced Fairness Testing via Generating Effective Initial Individual Discriminatory Instances
2025 · Zhao Tian, Minghua Ma, et al. · ACM Transactions on Software Engineering and Methodology · 10
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Empirical and Sustainability Aspects of Software Engineering Research in the Era of Large Language Models: A Reflection
2026 · David Williams, Maria Kechagia, et al. · ACM/IEEE International Conference on Software Engineering: Companion Proceedings (ICSE-Companion) · 9
Semantic-Preserving Transformations as Mutation Operators: A Study on Their Effectiveness in Defect Detection
2025 · Max Hort, Linas Vidziunas, et al. · IEEE International Conference on Software Testing, Verification and Validation Workshops (ICSTW) · 8
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Privileged and unprivileged groups
2022 · Max Hort, Federica Sarro · 8
An Empirical Study on the Fairness of Pre-trained Word Embeddings
2022 · Emeralda Sesari, Max Hort, et al. · Workshop on Gender Bias in Natural Language Processing (GeBNLP) · 7
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FairRF: Multi-Objective Search for Single and Intersectional Software Fairness
2026 · Giordano d’Aloisio, Max Hort, et al. · ACM/IEEE International Conference on Software Engineering: Companion Proceedings (ICSE-Companion) · 3
FairST: A novel approach for machine learning bias repair through latent sensitive attribute translation
2025 · Carmen Meinson, Max Hort, et al. · Information and Software Technology · 2
Optimising word embeddings with search-based approaches
2020 · Max Hort, Federica Sarro · Genetic and Evolutionary Computation Conference Companion (GECCO Companion) · 2
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Smaller Models, Unexpected Costs: Trade-offs in LLM Quantization for Automated Program Repair
2026 · Fernando Vallecillos-Ruiz, Giordano D’Aloisio, et al. · IEEE International Conference on Software Maintenance (ICSM) · 1
SOLAR-group/FairRF: FairRF
2025 · d'Aloisio, Giordano, Hort, Max, et al. · Zenodo (CERN European Organization for Nuclear Research) · 1
Works count: 48
Citation count: 902
H-index: 12
I10-index: 16
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