Hort, Max

1. Bias Mitigation for Machine Learning Classifiers: A Comprehensive Survey
   2022/07/14 by Hort, Max, Chen, Zhenpeng, Zhang, Jie M. +2 · 19 citations
   #FOS: Computer and information sciences #Machine Learning (cs.LG)
2. Fairness Testing: A Comprehensive Survey and Analysis of Trends
   2022/07/20 by Chen, Zhenpeng, Zhang, Jie M., Hort, Max +2 · 17 citations
   #FOS: Computer and information sciences #Software Engineering (cs.SE)
3. An Exploratory Literature Study on Sharing and Energy Use of Language Models for Source Code
   2023/07/05 by Max Hort, Anastasiia Grishina, Hort, Max +3 · 2 citations
   Computer Science · Engineering · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Green IT and Sustainability #Machine Learning (cs.LG) #Neural and Evolutionary Computing (cs.NE) #Software Engineering (cs.SE) #Software Engineering Research
4. Assessing the Latent Automated Program Repair Capabilities of Large Language Models using Round-Trip Translation
   2024/01/13 by Fernando Vallecillos Ruiz, Ruiz, Fernando Vallecillos, Anastasiia Grishina +5 · 2 citations
   Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Software Engineering (cs.SE) #Software Engineering Research #Software Reliability and Analysis Research #Software System Performance and Reliability
5. Enhanced Fairness Testing via Generating Effective Initial Individual Discriminatory Instances
   2022/09/17 by Minghua Ma, Ma, Minghua, Tian Zhao +11 · 1 citation
   Social Sciences · Computer Science · #Ethics and Social Impacts of AI #Explainable Artificial Intelligence (XAI)
6. The Art of Repair: Optimizing Iterative Program Repair with Instruction-Tuned Models
   2025/05/05 by Fernando Vallecillos Ruiz, Ruiz, Fernando Vallecillos, Max Hort +3 · 4 citations
   Computer Science · Decision Sciences · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel Computing and Optimization Techniques #Scientific Computing and Data Management #Software Engineering (cs.SE) #Software Engineering Research
7. Empirical and Sustainability Aspects of Software Engineering Research in the Era of Large Language Models: A Reflection
   2025/10/30 by Williams, David, Hort, Max, Kechagia, Maria +3 · 1 citation
   #FOS: Computer and information sciences #Software Engineering (cs.SE)