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ORCIDDominik Sobania
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2020 – today
- 2024
[j3]Louisa Schwarz
, Dominik Sobania, Franz Rothlauf:
On relevant features for the recurrence prediction of urothelial carcinoma of the bladder. Int. J. Medical Informatics 186: 105414 (2024)- [c24]Alina Geiger, Dominik Sobania, Franz Rothlauf:
A Comprehensive Comparison of Lexicase-Based Selection Methods for Symbolic Regression Problems. EuroGP 2024: 192-208 - [c23]Martin Briesch, Ryan Boldi, Dominik Sobania, Alexander Lalejini, Thomas Helmuth, Franz Rothlauf, Charles Ofria, Lee Spector:
Improving Lexicase Selection with Informed Down-Sampling. GECCO Companion 2024: 25-26 - [c22]Ryan Boldi, Ashley Bao, Martin Briesch, Thomas Helmuth, Dominik Sobania, Lee Spector, Alexander Lalejini:
A Comprehensive Analysis of Down-sampling for Genetic Programming-based Program Synthesis. GECCO Companion 2024: 487-490 - [i12]Alina Geiger, Dominik Sobania, Franz Rothlauf:
Lexicase-based Selection Methods with Down-sampling for Symbolic Regression Problems: Overview and Benchmark. CoRR abs/2407.21632 (2024) - 2023
- [j2]Dominik Sobania, Dirk Schweim, Franz Rothlauf:
A Comprehensive Survey on Program Synthesis With Evolutionary Algorithms. IEEE Trans. Evol. Comput. 27(1): 82-97 (2023) - [c21]Dominik Sobania, Martin Briesch, Philipp Röchner, Franz Rothlauf:
MTGP: Combining Metamorphic Testing and Genetic Programming. EuroGP 2023: 324-338 - [c20]Ryan Boldi, Ashley Bao, Martin Briesch, Thomas Helmuth, Dominik Sobania, Lee Spector, Alexander Lalejini:
The Problem Solving Benefits of Down-sampling Vary by Selection Scheme. GECCO Companion 2023: 527-530 - [c19]Martin Briesch, Dominik Sobania, Franz Rothlauf:
On the Trade-Off between Population Size and Number of Generations in GP for Program Synthesis. GECCO Companion 2023: 535-538 - [c18]Alina Geiger, Dominik Sobania, Franz Rothlauf:
Down-Sampled Epsilon-Lexicase Selection for Real-World Symbolic Regression Problems. GECCO 2023: 1109-1117 - [c17]Dominik Sobania, Martin Briesch, Carol Hanna, Justyna Petke:
An Analysis of the Automatic Bug Fixing Performance of ChatGPT. APR@ICSE 2023: 23-30 - [c16]Dominik Sobania, Alina Geiger, James Callan, Alexander E. I. Brownlee, Carol Hanna, Rebecca Moussa, Mar Zamorano López, Justyna Petke, Federica Sarro:
Evaluating Explanations for Software Patches Generated by Large Language Models. SSBSE 2023: 147-152 - [c15]Alexander E. I. Brownlee, James Callan, Karine Even-Mendoza, Alina Geiger, Carol Hanna, Justyna Petke, Federica Sarro, Dominik Sobania:
Enhancing Genetic Improvement Mutations Using Large Language Models. SSBSE 2023: 153-159 - [i11]Ryan Boldi, Martin Briesch, Dominik Sobania, Alexander Lalejini, Thomas Helmuth, Franz Rothlauf, Charles Ofria, Lee Spector:
Informed Down-Sampled Lexicase Selection: Identifying productive training cases for efficient problem solving. CoRR abs/2301.01488 (2023) - [i10]Dominik Sobania, Martin Briesch, Carol Hanna, Justyna Petke:
An Analysis of the Automatic Bug Fixing Performance of ChatGPT. CoRR abs/2301.08653 (2023) - [i9]Dominik Sobania, Martin Briesch, Philipp Röchner, Franz Rothlauf:
MTGP: Combining Metamorphic Testing and Genetic Programming. CoRR abs/2301.08665 (2023) - [i8]Alina Geiger, Dominik Sobania, Franz Rothlauf:
Down-Sampled Epsilon-Lexicase Selection for Real-World Symbolic Regression Problems. CoRR abs/2302.04301 (2023) - [i7]Ryan Boldi, Ashley Bao, Martin Briesch, Thomas Helmuth, Dominik Sobania, Lee Spector, Alexander Lalejini:
Analyzing the Interaction Between Down-Sampling and Selection. CoRR abs/2304.07089 (2023) - [i6]Martin Huschens, Martin Briesch, Dominik Sobania, Franz Rothlauf:
Do You Trust ChatGPT? - Perceived Credibility of Human and AI-Generated Content. CoRR abs/2309.02524 (2023) - [i5]Alexander E. I. Brownlee, James Callan, Karine Even-Mendoza, Alina Geiger, Carol Hanna, Justyna Petke, Federica Sarro, Dominik Sobania:
Enhancing Genetic Improvement Mutations Using Large Language Models. CoRR abs/2310.19813 (2023) - [i4]Martin Briesch, Dominik Sobania, Franz Rothlauf:
Large Language Models Suffer From Their Own Output: An Analysis of the Self-Consuming Training Loop. CoRR abs/2311.16822 (2023) - 2022
- [b1]Dominik Sobania:
On the structure and generalizability of programs synthesized by genetic programming. University of Mainz, Germany, 2022 - [j1]Dominik Sobania, Jonas Schmitt, Harald Köstler, Franz Rothlauf:
Genetic programming for iterative numerical methods. Genet. Program. Evolvable Mach. 23(2): 253-278 (2022) - [c14]Dirk Schweim, Dominik Sobania, Franz Rothlauf:
Effects of the Training Set Size: A Comparison of Standard and Down-Sampled Lexicase Selection in Program Synthesis. CEC 2022: 1-8 - [c13]Dominik Sobania, Franz Rothlauf:
Program Synthesis with Genetic Programming: The Influence of Batch Sizes. EuroGP 2022: 118-129 - [c12]Dirk Schweim, Erik Hemberg, Dominik Sobania, Una-May O'Reilly:
Exploiting Knowledge from Code to Guide Program Search. EuroGP 2022: 262-277 - [c11]Dominik Sobania, Dirk Schweim, Franz Rothlauf:
Program synthesis with evolutionary algorithms: Status quo: hot off the press track (GECCO 2022). GECCO Companion 2022: 39-40 - [c10]Dominik Sobania, Martin Briesch, David Wittenberg, Franz Rothlauf:
Analyzing optimized constants in genetic programming on a real-world regression problem. GECCO Companion 2022: 606-607 - [c9]Dominik Sobania, Martin Briesch, Franz Rothlauf:
Choose your programming copilot: a comparison of the program synthesis performance of github copilot and genetic programming. GECCO 2022: 1019-1027 - [c8]Martin Briesch, Dominik Sobania, Franz Rothlauf:
The Randomness of Input Data Spaces is an A Priori Predictor for Generalization. KI 2022: 17-30 - 2021
- [c7]Dominik Sobania:
On the Generalizability of Programs Synthesized by Grammar-Guided Genetic Programming. EuroGP 2021: 130-145 - [c6]Christian Olmscheid, David Wittenberg, Dominik Sobania, Franz Rothlauf:
Improving estimation of distribution genetic programming with novelty initialization. GECCO Companion 2021: 261-262 - [c5]Dirk Schweim, Erik Hemberg, Dominik Sobania, Una-May O'Reilly, Franz Rothlauf:
Using knowledge of human-generated code to bias the search in program synthesis with grammatical evolution. GECCO Companion 2021: 331-332 - [c4]Dominik Sobania, Franz Rothlauf:
A generalizability measure for program synthesis with genetic programming. GECCO 2021: 822-829 - [i3]Martin Briesch, Dominik Sobania, Franz Rothlauf:
The Randomness of Input Data Spaces is an A Priori Predictor for Generalization. CoRR abs/2106.04181 (2021) - [i2]Dominik Sobania, Dirk Schweim, Franz Rothlauf:
Recent Developments in Program Synthesis with Evolutionary Algorithms. CoRR abs/2108.12227 (2021) - [i1]Dominik Sobania, Martin Briesch, Franz Rothlauf:
Choose Your Programming Copilot: A Comparison of the Program Synthesis Performance of GitHub Copilot and Genetic Programming. CoRR abs/2111.07875 (2021) - 2020
- [c3]Dominik Sobania, Franz Rothlauf:
Challenges of Program Synthesis with Grammatical Evolution. EuroGP 2020: 211-227
2010 – 2019
- 2019
- [c2]Dominik Sobania, Franz Rothlauf:
Teaching GP to program like a human software developer: using perplexity pressure to guide program synthesis approaches. GECCO 2019: 1065-1074 - 2018
- [c1]Dominik Sobania, Franz Rothlauf:
CovSel: A new approach for ensemble selection applied to symbolic regression problems. GECCO 2018: 529-536
Coauthor Index
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last updated on 2024-10-07 21:23 CEST by the dblp team
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