| An analysis of the automatic bug fixing performance of chatgpt D Sobania, M Briesch, C Hanna, J Petke arXiv preprint arXiv:2301.08653, 2023 | 49 | 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 | 37 | 2022 |
| Challenges of program synthesis with grammatical evolution D Sobania, F Rothlauf Genetic Programming: 23rd European Conference, EuroGP 2020, Held as Part of …, 2020 | 21 | 2020 |
| A comprehensive survey on program synthesis with evolutionary algorithms D Sobania, D Schweim, F Rothlauf IEEE Transactions on Evolutionary Computation, 2022 | 20 | 2022 |
| 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 | 14 | 2019 |
| 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 | 11 | 2021 |
| A generalizability measure for program synthesis with genetic programming D Sobania, F Rothlauf Proceedings of the Genetic and Evolutionary Computation Conference, 822-829, 2021 | 8 | 2021 |
| 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, ... arXiv preprint arXiv:2301.01488, 2023 | 4 | 2023 |
| 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 | 4 | 2022 |
| Program Synthesis with Genetic Programming: The Influence of Batch Sizes D Sobania, F Rothlauf Genetic Programming: 25th European Conference, EuroGP 2022, Held as Part of …, 2022 | 3 | 2022 |
| The Randomness of Input Data Spaces is an A Priori Predictor for Generalization M Briesch, D Sobania, F Rothlauf KI 2022: Advances in Artificial Intelligence: 45th German Conference on AI …, 2022 | 1 | 2022 |
| 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 | 1 | 2021 |
| CovSel: A new approach for ensemble selection applied to symbolic regression problems D Sobania, F Rothlauf Proceedings of the Genetic and Evolutionary Computation Conference, 529-536, 2018 | 1 | 2018 |
| 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 | | 2023 |
| MTGP: Combining Metamorphic Testing and Genetic Programming D Sobania, M Briesch, P Röchner, F Rothlauf Genetic Programming: 26th European Conference, EuroGP 2023, Held as Part of …, 2023 | | 2023 |
| Down-Sampled Epsilon-Lexicase Selection for Real-World Symbolic Regression Problems A Geiger, D Sobania, F Rothlauf arXiv preprint arXiv:2302.04301, 2023 | | 2023 |
| 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 | | 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 | | 2022 |
| Genetic programming for iterative numerical methods D Sobania, J Schmitt, H Köstler, F Rothlauf Genetic Programming and Evolvable Machines 23 (2), 253-278, 2022 | | 2022 |
| Exploiting Knowledge from Code to Guide Program Search D Schweim, E Hemberg, D Sobania, UM O’Reilly Genetic Programming: 25th European Conference, EuroGP 2022, Held as Part of …, 2022 | | 2022 |
