| 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 | 385* | 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 | 132 | 2022 |
| 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 | 34 | 2023 |
| 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 | 27 | 2024 |
| 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 | 20* | 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 | 6 | 2023 |
| 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 | 6* | 2023 |
| 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 | 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 |
| 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 | 2 | 2023 |
| 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 | 1 | 2022 |
| 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 | 1 | 2022 |
| 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 |
Dominik SobaniaResearcher, Johannes Gutenberg University MainzVerified email at uni-mainz.de
