David Wittenberg

Publication Activity (10 Years)

Years Active: 2020-2023
Publications (10 Years): 10

Top Topics

Evolutionary Algorithm

Symbolic Regression

Genetic Programming

Top Venues

GECCO Companion

Genet. Program. Evolvable Mach.

Publications

David Wittenberg, Franz Rothlauf
Small Solutions for Real-World Symbolic Regression Using Denoising Autoencoder Genetic Programming. EuroGP (2023)
Johannes Reiter, Dirk Schweim, David Wittenberg
Pretraining Reduces Runtime in Denoising Autoencoder Genetic Programming by an Order of Magnitude. GECCO Companion (2023)
David Wittenberg, Franz Rothlauf, Christian Gagné
Denoising autoencoder genetic programming: strategies to control exploration and exploitation in search. Genet. Program. Evolvable Mach. 24 (2) (2023)
David Wittenberg, Franz Rothlauf
Denoising autoencoder genetic programming for real-world symbolic regression. GECCO Companion (2022)
David Wittenberg
Using Denoising Autoencoder Genetic Programming to Control Exploration and Exploitation in Search. EuroGP (2022)
Dirk Schweim, David Wittenberg, Franz Rothlauf
On sampling error in genetic programming. Nat. Comput. 21 (2) (2022)
Dominik Sobania, Martin Briesch, David Wittenberg, Franz Rothlauf
Analyzing optimized constants in genetic programming on a real-world regression problem. GECCO Companion (2022)
Christian Olmscheid, David Wittenberg, Dominik Sobania, Franz Rothlauf
Improving estimation of distribution genetic programming with novelty initialization. GECCO Companion (2021)
Dirk Schweim, David Wittenberg, Franz Rothlauf
On sampling error in evolutionary algorithms. GECCO Companion (2021)
David Wittenberg, Franz Rothlauf, Dirk Schweim
DAE-GP: denoising autoencoder LSTM networks as probabilistic models in estimation of distribution genetic programming. GECCO (2020)