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Martin Briesch
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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
347*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
1172022
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
272024
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
222023
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
16*2023
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
62023
Using machine learning on tree‐ring data to determine the geographical provenance of historical construction timbers
E Kuhl, C Zang, J Esper, DFC Riechelmann, U Büntgen, M Briesch, ...
Ecosphere 14 (3), e4453, 2023
5*2023
Untangling the Effects of Down-Sampling and Selection in Genetic Programming
R Boldi, A Bao, M Briesch, T Helmuth, D Sobania, L Spector, A Lalejini
ALIFE 2024: Proceedings of the 2024 Artificial Life Conference, 2024
4*2024
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
On the Trade-Off between Population Size and Number of Generations in GP for Program Synthesis
M Briesch, D Sobania, F Rothlauf
Proceedings of the Companion Conference on Genetic and Evolutionary …, 2023
22023
Analyzing optimized constants in genetic programming on a real-world regression problem
D Sobania, M Briesch, D Wittenberg, F Rothlauf
Proceedings of the Genetic and Evolutionary Computation Conference Companion …, 2022
12022
A Comprehensive Analysis of Down-sampling for Genetic Programming-based Program Synthesis
R Boldi, A Bao, M Briesch, T Helmuth, D Sobania, L Spector, A Lalejini
Proceedings of the Genetic and Evolutionary Computation Conference Companion …, 2024
2024
Improving Lexicase Selection with Informed Down-Sampling
M Briesch, R Boldi, D Sobania, A Lalejini, T Helmuth, F Rothlauf, C Ofria, ...
Proceedings of the Genetic and Evolutionary Computation Conference Companion …, 2024
2024
A Comparison of Large Language Models and Genetic Programming for Program Synthesis
D Sobania, J Petke, M Briesch, F Rothlauf
IEEE Transactions on Evolutionary Computation, 2024
2024
The Randomness of Input Data Spaces is an A Priori Predictor for Generalization
M Briesch, D Sobania, F Rothlauf
🏆 Best Paper Nomination. German Conference on Artificial Intelligence …, 2022
2022
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