Max Hort

According to our database, Max Hort authored at least 16 papers between 2020 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Search-based Automatic Repair for Fairness and Accuracy in Decision-making Software.

Max Hort, Jie M. Zhang, Federica Sarro, Mark Harman

Empir. Softw. Eng., February, 2024

A Novel Approach for Automatic Program Repair using Round-Trip Translation with Large Language Models.

Fernando Vallecillos Ruiz, Anastasiia Grishina, Max Hort, Leon Moonen

CoRR, 2024

2023

Multi-objective search for gender-fair and semantically correct word embeddings.

Max Hort, Rebecca Moussa, Federica Sarro

Appl. Soft Comput., January, 2023

The EarlyBIRD Catches the Bug: On Exploiting Early Layers of Encoder Models for More Efficient Code Classification.

Anastasiia Grishina, Max Hort, Leon Moonen

Proceedings of the 31st ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering, 2023

Multi-objective Search for Gender-fair and Semantically Correct Word Embeddings (HOP GECCO'23).

Max Hort, Rebecca Moussa, Federica Sarro

Proceedings of the Companion Proceedings of the Conference on Genetic and Evolutionary Computation, 2023

An Exploratory Literature Study on Sharing and Energy Use of Language Models for Source Code.

Max Hort, Anastasiia Grishina, Leon Moonen

Proceedings of the ACM/IEEE International Symposium on Empirical Software Engineering and Measurement, 2023

2022

A Survey of Performance Optimization for Mobile Applications.

Max Hort, Maria Kechagia, Federica Sarro, Mark Harman

IEEE Trans. Software Eng., 2022

Enhanced Fairness Testing via Generating Effective Initial Individual Discriminatory Instances.

Minghua Ma, Zhao Tian, Max Hort, Federica Sarro, Hongyu Zhang, Qingwei Lin, Dongmei Zhang

CoRR, 2022

Fairness Testing: A Comprehensive Survey and Analysis of Trends.

Zhenpeng Chen, Jie M. Zhang, Max Hort, Federica Sarro, Mark Harman

CoRR, 2022

Bias Mitigation for Machine Learning Classifiers: A Comprehensive Survey.

Max Hort, Zhenpeng Chen, Jie M. Zhang, Federica Sarro, Mark Harman

CoRR, 2022

Py2Cy: a genetic improvement tool to speed up python.

James Zhong, Max Hort, Federica Sarro

Proceedings of the GECCO '22: Genetic and Evolutionary Computation Conference, Companion Volume, Boston, Massachusetts, USA, July 9, 2022

Privileged and Unprivileged Groups: An Empirical Study on the Impact of the Age Attribute on Fairness.

Max Hort, Federica Sarro

Proceedings of the 2nd IEEE/ACM International Workshop on Equitable Data & Technology, 2022

2021

Fairea: a model behaviour mutation approach to benchmarking bias mitigation methods.

Max Hort, Jie M. Zhang, Federica Sarro, Mark Harman

Proceedings of the ESEC/FSE '21: 29th ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering, 2021

Did You Do Your Homework? Raising Awareness on Software Fairness and Discrimination.

Max Hort, Federica Sarro

Proceedings of the 36th IEEE/ACM International Conference on Automated Software Engineering, 2021

The effect of offspring population size on NSGA-II: a preliminary study.

Max Hort, Federica Sarro

Proceedings of the GECCO '21: Genetic and Evolutionary Computation Conference, 2021

2020

Optimising word embeddings with search-based approaches.

Max Hort, Federica Sarro

Proceedings of the GECCO '20: Genetic and Evolutionary Computation Conference, 2020