Dominik Sobania

56 papers A* 1A 7B 10Misc 1Journal 25Unranked 11
YearRankTypeTitle / Venue / Authors
2026 J jnl
A Performance Analysis of Lexicase-Based and Traditional Selection Methods in GP for Symbolic Regression.
ACM Trans. Evol. Learn. Optim.
Alina Geiger, Dominik Sobania, Franz Rothlauf
2026 J jnl
ROIDS: Robust Outlier-Aware Informed Down-Sampling.
CoRR
Alina Geiger, Martin Briesch, Dominik Sobania, Franz Rothlauf
2025 J jnl
A Comparison of Large Language Models and Genetic Programming for Program Synthesis.
IEEE Trans. Evol. Comput.
Dominik Sobania, Justyna Petke, Martin Briesch, Franz Rothlauf
2025 A conf
ImageBreeder: Guiding Diffusion Models with Evolutionary Computation.
GECCO
Dominik Sobania, Martin Briesch, Franz Rothlauf
2025 A* conf
LLM-Guided Genetic Improvement: Envisioning Semantic Aware Automated Software Evolution.
ASE
Karine Even-Mendoza, Alexander E. I. Brownlee, Alina Geiger, Carol Hanna, Justyna Petke, Federica Sarro, Dominik Sobania
2025 J jnl
LLM-Guided Genetic Improvement: Envisioning Semantic Aware Automated Software Evolution.
CoRR
Karine Even-Mendoza, Alexander E. I. Brownlee, Alina Geiger, Carol Hanna, Justyna Petke, Federica Sarro, Dominik Sobania
2025 J jnl
Large language model based mutations in genetic improvement.
Autom. Softw. Eng.
Alexander E. I. Brownlee, James Callan, Karine Even-Mendoza, Alina Geiger, Carol Hanna, Justyna Petke, Federica Sarro, Dominik Sobania
2025 — conf
Let Me Entertain You: On the Bias of Editorial and Algorithmic Recommendations in Public Service Media.
ISD
Marc Christoph de Zoeten, Marcel Hauck, Martin Briesch, Dominik Sobania, Franz Rothlauf
2025 — conf
Selection Methods in Genetic Programming: A Performance Analysis.
GECCO Companion
Alina Geiger, Dominik Sobania, Franz Rothlauf
2025 A conf
Transformer Semantic Genetic Programming for Symbolic Regression.
GECCO
Philipp Anthes, Dominik Sobania, Franz Rothlauf
2025 J jnl
Transformer Semantic Genetic Programming for Symbolic Regression.
CoRR
Philipp Anthes, Dominik Sobania, Franz Rothlauf
2025 J jnl
Transformer Semantic Genetic Programming for d-dimensional Symbolic Regression Problems.
CoRR
Philipp Anthes, Dominik Sobania, Franz Rothlauf
2025 B conf
Was Tournament Selection All We Ever Needed? A Critical Reflection on Lexicase Selection.
EuroGP
Alina Geiger, Martin Briesch, Dominik Sobania, Franz Rothlauf
2025 J jnl
Was Tournament Selection All We Ever Needed? A Critical Reflection on Lexicase Selection.
CoRR
Alina Geiger, Martin Briesch, Dominik Sobania, Franz Rothlauf
2024 — conf
A Comprehensive Analysis of Down-sampling for Genetic Programming-based Program Synthesis.
GECCO Companion
Ryan Boldi, Ashley Bao, Martin Briesch, Thomas Helmuth, Dominik Sobania, Lee Spector, Alexander Lalejini
2024 B conf
A Comprehensive Comparison of Lexicase-Based Selection Methods for Symbolic Regression Problems.
EuroGP
Alina Geiger, Dominik Sobania, Franz Rothlauf
2024 J jnl
ComfyGI: Automatic Improvement of Image Generation Workflows.
CoRR
Dominik Sobania, Martin Briesch, Franz Rothlauf
2024 — conf
Improving Lexicase Selection with Informed Down-Sampling.
GECCO Companion
Martin Briesch, Ryan Boldi, Dominik Sobania, Alexander Lalejini, Thomas Helmuth, Franz Rothlauf, Charles Ofria, Lee Spector
2024 J jnl
Informed Down-Sampled Lexicase Selection: Identifying Productive Training Cases for Efficient Problem Solving.
Evol. Comput.
Ryan Boldi, Martin Briesch, Dominik Sobania, Alexander Lalejini, Thomas Helmuth, Franz Rothlauf, Charles Ofria, Lee Spector
2024 J jnl
Lexicase-based Selection Methods with Down-sampling for Symbolic Regression Problems: Overview and Benchmark.
CoRR
Alina Geiger, Dominik Sobania, Franz Rothlauf
2024 J jnl
On relevant features for the recurrence prediction of urothelial carcinoma of the bladder.
Int. J. Medical Informatics
Louisa Schwarz, Dominik Sobania, Franz Rothlauf
2023 J jnl
A Comprehensive Survey on Program Synthesis With Evolutionary Algorithms.
IEEE Trans. Evol. Comput.
Dominik Sobania, Dirk Schweim, Franz Rothlauf
2023 — conf
An Analysis of the Automatic Bug Fixing Performance of ChatGPT.
APR@ICSE
Dominik Sobania, Martin Briesch, Carol Hanna, Justyna Petke
2023 J jnl
An Analysis of the Automatic Bug Fixing Performance of ChatGPT.
CoRR
Dominik Sobania, Martin Briesch, Carol Hanna, Justyna Petke
2023 J jnl
Analyzing the Interaction Between Down-Sampling and Selection.
CoRR
Ryan Boldi, Ashley Bao, Martin Briesch, Thomas Helmuth, Dominik Sobania, Lee Spector, Alexander Lalejini
2023 J jnl
Do You Trust ChatGPT? - Perceived Credibility of Human and AI-Generated Content.
CoRR
Martin Huschens, Martin Briesch, Dominik Sobania, Franz Rothlauf
2023 A conf
Down-Sampled Epsilon-Lexicase Selection for Real-World Symbolic Regression Problems.
GECCO
Alina Geiger, Dominik Sobania, Franz Rothlauf
2023 J jnl
Down-Sampled Epsilon-Lexicase Selection for Real-World Symbolic Regression Problems.
CoRR
Alina Geiger, Dominik Sobania, Franz Rothlauf
2023 B conf
Enhancing Genetic Improvement Mutations Using Large Language Models.
SSBSE
Alexander E. I. Brownlee, James Callan, Karine Even-Mendoza, Alina Geiger, Carol Hanna, Justyna Petke, Federica Sarro, Dominik Sobania
2023 J jnl
Enhancing Genetic Improvement Mutations Using Large Language Models.
CoRR
Alexander E. I. Brownlee, James Callan, Karine Even-Mendoza, Alina Geiger, Carol Hanna, Justyna Petke, Federica Sarro, Dominik Sobania
2023 B conf
Evaluating Explanations for Software Patches Generated by Large Language Models.
SSBSE
Dominik Sobania, Alina Geiger, James Callan, Alexander E. I. Brownlee, Carol Hanna, Rebecca Moussa, Mar Zamorano López, Justyna Petke, Federica Sarro
2023 J jnl
Informed Down-Sampled Lexicase Selection: Identifying productive training cases for efficient problem solving.
CoRR
Ryan Boldi, Martin Briesch, Dominik Sobania, Alexander Lalejini, Thomas Helmuth, Franz Rothlauf, Charles Ofria, Lee Spector
2023 J jnl
Large Language Models Suffer From Their Own Output: An Analysis of the Self-Consuming Training Loop.
CoRR
Martin Briesch, Dominik Sobania, Franz Rothlauf
2023 B conf
MTGP: Combining Metamorphic Testing and Genetic Programming.
EuroGP
Dominik Sobania, Martin Briesch, Philipp Röchner, Franz Rothlauf
2023 J jnl
MTGP: Combining Metamorphic Testing and Genetic Programming.
CoRR
Dominik Sobania, Martin Briesch, Philipp Röchner, Franz Rothlauf
2023 — conf
On the Trade-Off between Population Size and Number of Generations in GP for Program Synthesis.
GECCO Companion
Martin Briesch, Dominik Sobania, Franz Rothlauf
2023 — conf
The Problem Solving Benefits of Down-sampling Vary by Selection Scheme.
GECCO Companion
Ryan Boldi, Ashley Bao, Martin Briesch, Thomas Helmuth, Dominik Sobania, Lee Spector, Alexander Lalejini
2022 — conf
Analyzing optimized constants in genetic programming on a real-world regression problem.
GECCO Companion
Dominik Sobania, Martin Briesch, David Wittenberg, Franz Rothlauf
2022 A conf
Choose your programming copilot: a comparison of the program synthesis performance of github copilot and genetic programming.
GECCO
Dominik Sobania, Martin Briesch, Franz Rothlauf
2022 B conf
Effects of the Training Set Size: A Comparison of Standard and Down-Sampled Lexicase Selection in Program Synthesis.
CEC
Dirk Schweim, Dominik Sobania, Franz Rothlauf
2022 B conf
Exploiting Knowledge from Code to Guide Program Search.
EuroGP
Dirk Schweim, Erik Hemberg, Dominik Sobania, Una-May O'Reilly
2022 J jnl
Genetic programming for iterative numerical methods.
Genet. Program. Evolvable Mach.
Dominik Sobania, Jonas Schmitt, Harald Köstler, Franz Rothlauf
2022 — —
On the structure and generalizability of programs synthesized by genetic programming.
Dominik Sobania
2022 B conf
Program Synthesis with Genetic Programming: The Influence of Batch Sizes.
EuroGP
Dominik Sobania, Franz Rothlauf
2022 — conf
Program synthesis with evolutionary algorithms: Status quo: hot off the press track (GECCO 2022).
GECCO Companion
Dominik Sobania, Dirk Schweim, Franz Rothlauf
2022 Misc conf
The Randomness of Input Data Spaces is an A Priori Predictor for Generalization.
KI
Martin Briesch, Dominik Sobania, Franz Rothlauf
2021 A conf
A generalizability measure for program synthesis with genetic programming.
GECCO
Dominik Sobania, Franz Rothlauf
2021 J jnl
Choose Your Programming Copilot: A Comparison of the Program Synthesis Performance of GitHub Copilot and Genetic Programming.
CoRR
Dominik Sobania, Martin Briesch, Franz Rothlauf
2021 — conf
Improving estimation of distribution genetic programming with novelty initialization.
GECCO Companion
Christian Olmscheid, David Wittenberg, Dominik Sobania, Franz Rothlauf
2021 B conf
On the Generalizability of Programs Synthesized by Grammar-Guided Genetic Programming.
EuroGP
Dominik Sobania
2021 J jnl
Recent Developments in Program Synthesis with Evolutionary Algorithms.
CoRR
Dominik Sobania, Dirk Schweim, Franz Rothlauf
2021 J jnl
The Randomness of Input Data Spaces is an A Priori Predictor for Generalization.
CoRR
Martin Briesch, Dominik Sobania, Franz Rothlauf
2021 — conf
Using knowledge of human-generated code to bias the search in program synthesis with grammatical evolution.
GECCO Companion
Dirk Schweim, Erik Hemberg, Dominik Sobania, Una-May O'Reilly, Franz Rothlauf
2020 B conf
Challenges of Program Synthesis with Grammatical Evolution.
EuroGP
Dominik Sobania, Franz Rothlauf
2019 A conf
Teaching GP to program like a human software developer: using perplexity pressure to guide program synthesis approaches.
GECCO
Dominik Sobania, Franz Rothlauf
2018 A conf
CovSel: A new approach for ensemble selection applied to symbolic regression problems.
GECCO
Dominik Sobania, Franz Rothlauf