Martin Briesch

According to our database, Martin Briesch authored at least 13 papers between 2022 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Improving Lexicase Selection with Informed Down-Sampling.

Martin Briesch, Ryan Boldi, Dominik Sobania, Alexander Lalejini, Thomas Helmuth, Franz Rothlauf, Charles Ofria, Lee Spector

Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2024

A Comprehensive Analysis of Down-sampling for Genetic Programming-based Program Synthesis.

Ryan Boldi, Ashley Bao, Martin Briesch, Thomas Helmuth, Dominik Sobania, Lee Spector, Alexander Lalejini

Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2024

2023

Large Language Models Suffer From Their Own Output: An Analysis of the Self-Consuming Training Loop.

Martin Briesch, Dominik Sobania, Franz Rothlauf

CoRR, 2023

Do You Trust ChatGPT? - Perceived Credibility of Human and AI-Generated Content.

Martin Huschens, Martin Briesch, Dominik Sobania, Franz Rothlauf

CoRR, 2023

Analyzing the Interaction Between Down-Sampling and Selection.

Ryan Boldi, Ashley Bao, Martin Briesch, Thomas Helmuth, Dominik Sobania, Lee Spector, Alexander Lalejini

CoRR, 2023

Informed Down-Sampled Lexicase Selection: Identifying productive training cases for efficient problem solving.

Ryan Boldi, Martin Briesch, Dominik Sobania, Alexander Lalejini, Thomas Helmuth, Franz Rothlauf, Charles Ofria, Lee Spector

CoRR, 2023

An Analysis of the Automatic Bug Fixing Performance of ChatGPT.

Dominik Sobania, Martin Briesch, Carol Hanna, Justyna Petke

Proceedings of the IEEE/ACM International Workshop on Automated Program Repair, 2023

On the Trade-Off between Population Size and Number of Generations in GP for Program Synthesis.

Martin Briesch, Dominik Sobania, Franz Rothlauf

Proceedings of the Companion Proceedings of the Conference on Genetic and Evolutionary Computation, 2023

The Problem Solving Benefits of Down-sampling Vary by Selection Scheme.

Ryan Boldi, Ashley Bao, Martin Briesch, Thomas Helmuth, Dominik Sobania, Lee Spector, Alexander Lalejini

Proceedings of the Companion Proceedings of the Conference on Genetic and Evolutionary Computation, 2023

MTGP: Combining Metamorphic Testing and Genetic Programming.

Dominik Sobania, Martin Briesch, Philipp Röchner, Franz Rothlauf

Proceedings of the Genetic Programming - 26th European Conference, 2023

2022

The Randomness of Input Data Spaces is an A Priori Predictor for Generalization.

Martin Briesch, Dominik Sobania, Franz Rothlauf

Proceedings of the KI 2022: Advances in Artificial Intelligence, 2022

Analyzing optimized constants in genetic programming on a real-world regression problem.

Dominik Sobania, Martin Briesch, David Wittenberg, Franz Rothlauf

Proceedings of the GECCO '22: Genetic and Evolutionary Computation Conference, Companion Volume, Boston, Massachusetts, USA, July 9, 2022

Choose your programming copilot: a comparison of the program synthesis performance of github copilot and genetic programming.

Dominik Sobania, Martin Briesch, Franz Rothlauf

Proceedings of the GECCO '22: Genetic and Evolutionary Computation Conference, Boston, Massachusetts, USA, July 9, 2022