Martin Briesch

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 17

Top Topics

Symbolic Regression

Program Synthesis

Genetic Programming

Financial Forecasting

Top Venues

GECCO Companion

Publications

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)
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)
Dominik Sobania, Martin Briesch, Philipp Röchner, Franz Rothlauf
MTGP: Combining Metamorphic Testing and Genetic Programming. CoRR (2023)
Martin Huschens, Martin Briesch, Dominik Sobania, Franz Rothlauf
Do You Trust ChatGPT? - Perceived Credibility of Human and AI-Generated Content. CoRR (2023)
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)
Dominik Sobania, Martin Briesch, Carol Hanna, Justyna Petke
An Analysis of the Automatic Bug Fixing Performance of ChatGPT. APR@ICSE (2023)
Ryan Boldi, Ashley Bao, Martin Briesch, Thomas Helmuth, Dominik Sobania, Lee Spector, Alexander Lalejini
Analyzing the Interaction Between Down-Sampling and Selection. CoRR (2023)
Martin Briesch, Dominik Sobania, Franz Rothlauf
Large Language Models Suffer From Their Own Output: An Analysis of the Self-Consuming Training Loop. CoRR (2023)
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 (2023)
Dominik Sobania, Martin Briesch, Philipp Röchner, Franz Rothlauf
MTGP: Combining Metamorphic Testing and Genetic Programming. EuroGP (2023)
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)
Dominik Sobania, Martin Briesch, Carol Hanna, Justyna Petke
An Analysis of the Automatic Bug Fixing Performance of ChatGPT. CoRR (2023)
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)
Dominik Sobania, Martin Briesch, David Wittenberg, Franz Rothlauf
Analyzing optimized constants in genetic programming on a real-world regression problem. GECCO Companion (2022)
Martin Briesch, Dominik Sobania, Franz Rothlauf
The Randomness of Input Data Spaces is an A Priori Predictor for Generalization. KI (2022)
Dominik Sobania, Martin Briesch, Franz Rothlauf
Choose Your Programming Copilot: A Comparison of the Program Synthesis Performance of GitHub Copilot and Genetic Programming. CoRR (2021)
Martin Briesch, Dominik Sobania, Franz Rothlauf
The Randomness of Input Data Spaces is an A Priori Predictor for Generalization. CoRR (2021)