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Dominik Sobania
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An analysis of the automatic bug fixing performance of chatgpt
D Sobania, M Briesch, C Hanna, J Petke
IEEE/ACM International Workshop on Automated Program Repair (APR), 23-30, 2023
297*2023
Choose your programming copilot: a comparison of the program synthesis performance of github copilot and genetic programming
D Sobania, M Briesch, F Rothlauf
Proceedings of the genetic and evolutionary computation conference, 1019-1027, 2022
1052022
A comprehensive survey on program synthesis with evolutionary algorithms
D Sobania, D Schweim, F Rothlauf
IEEE Transactions on Evolutionary Computation 27 (1), 82-97, 2022
45*2022
Challenges of program synthesis with grammatical evolution
D Sobania, F Rothlauf
Genetic Programming: 23rd European Conference, EuroGP 2020, Held as Part of …, 2020
242020
Informed Down-Sampled Lexicase Selection: Identifying productive training cases for efficient problem solving
R Boldi, M Briesch, D Sobania, A Lalejini, T Helmuth, F Rothlauf, C Ofria, ...
Evolutionary Computation, 1-32, 2024
192024
Teaching GP to program like a human software developer: using perplexity pressure to guide program synthesis approaches
D Sobania, F Rothlauf
Proceedings of the Genetic and Evolutionary Computation Conference, 1065-1074, 2019
172019
Large language models suffer from their own output: An analysis of the self-consuming training loop
M Briesch, D Sobania, F Rothlauf
arXiv preprint arXiv:2311.16822, 2023
152023
On the generalizability of programs synthesized by grammar-guided genetic programming
D Sobania
Genetic Programming: 24th European Conference, EuroGP 2021, Held as Part of …, 2021
132021
A generalizability measure for program synthesis with genetic programming
D Sobania, F Rothlauf
Proceedings of the Genetic and Evolutionary Computation Conference, 822-829, 2021
122021
Enhancing genetic improvement mutations using large language models
AEI Brownlee, J Callan, K Even-Mendoza, A Geiger, C Hanna, J Petke, ...
International Symposium on Search Based Software Engineering, 153-159, 2023
92023
Effects of the training set size: A comparison of standard and down-sampled lexicase selection in program synthesis
D Schweim, D Sobania, F Rothlauf
2022 IEEE Congress on Evolutionary Computation (CEC), 1-8, 2022
92022
Program synthesis with genetic programming: the influence of batch sizes
D Sobania, F Rothlauf
European Conference on Genetic Programming (Part of EvoStar), 118-129, 2022
72022
Do You Trust ChatGPT?--Perceived Credibility of Human and AI-Generated Content
M Huschens, M Briesch, D Sobania, F Rothlauf
arXiv preprint arXiv:2309.02524, 2023
62023
MTGP: Combining Metamorphic Testing and Genetic Programming
D Sobania, M Briesch, P Röchner, F Rothlauf
European Conference on Genetic Programming (Part of EvoStar), 324-338, 2023
42023
Using knowledge of human-generated code to bias the search in program synthesis with grammatical evolution
D Schweim, E Hemberg, D Sobania, UM O'Reilly, F Rothlauf
Proceedings of the Genetic and Evolutionary Computation Conference Companion …, 2021
42021
The Problem Solving Benefits of Down-sampling Vary by Selection Scheme
R Boldi, A Bao, M Briesch, T Helmuth, D Sobania, L Spector, A Lalejini
Proceedings of the Companion Conference on Genetic and Evolutionary …, 2023
32023
Down-Sampled Epsilon-Lexicase Selection for Real-World Symbolic Regression Problems
A Geiger, D Sobania, F Rothlauf
Proceedings of the Genetic and Evolutionary Computation Conference, 1109-1117, 2023
32023
Evaluating Explanations for Software Patches Generated by Large Language Models
D Sobania, A Geiger, J Callan, A Brownlee, C Hanna, R Moussa, ...
International Symposium on Search Based Software Engineering, 147-152, 2023
22023
Analyzing the interaction between down-sampling and selection
R Boldi, A Bao, M Briesch, T Helmuth, D Sobania, L Spector, A Lalejini
arXiv preprint arXiv:2304.07089, 2023
22023
Program synthesis with evolutionary algorithms: Status quo: hot off the press track (GECCO 2022)
D Sobania, D Schweim, F Rothlauf
Proceedings of the Genetic and Evolutionary Computation Conference Companion …, 2022
22022
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Articles 1–20