88 citations
- Leipzig UniversityDE26 papers
- Center for Scalable Data Analytics and Artificial IntelligenceDE7 papers
- Max Planck Institute for MathematicsDE3 papers
- Max Planck Institute for Mathematics in the SciencesDE3 papers
- Delft University of TechnologyNL2 papers
- Helmholtz Centre for Environmental ResearchDE2 papers
- Lancaster UniversityGB2 papers
- Parc Científic de la Universitat de ValènciaES2 papers
- Universitat de ValènciaES2 papers
- Bauhaus-Universität WeimarDE1 paper
- BMW (Germany)DE1 paper
- Brockmann Consult (Germany)DE1 paper
45 papers
Socio-Technical Anti-Patterns in Building ML-Enabled Software: Insights from Leaders on the Forefront
Alina Mailach, Norbert Siegmund
Although machine learning (ML)-enabled software systems seem to be a success story considering their rise in economic power, there are consistent reports from companies and practit…
Towards an open registry of Earth observation instruments
David Montero, César Aybar, Miguel D. Mahecha +1
Earth observation (EO) is essential to understanding the Earth system, enabling the transformation of planetary properties into measurable variables that can be analysed, compared,…
Selection Hyper-heuristics Can Automatically Adjust the Learning Period to Optimally Solve Pseudo-Boolean Problems
Benjamin Doerr, Pietro S. Oliveto, John Alasdair Warwicker
The Random Gradient hyper-heuristic was recently shown to be able to learn the optimal neighbourhood size when optimizing the LeadingOnes benchmark via the Randomised Local Search…
Characterization of foliations via disintegration maps
Florentin Münch, Renata Possobon, Christian S. Rodrigues
In this paper, we present a novel approach for analyzing the relationship between the supports of conditional measures and their geometric arrangement in Wasserstein space via the…
Growing Reservoirs with Developmental Graph Cellular Automata
Matias Barandiaran, James Stovold
Developmental Graph Cellular Automata (DGCA) are a novel model for morphogenesis, capable of growing directed graphs from single-node seeds. In this paper, we show that DGCAs can b…
Identity Increases Stability in Neural Cellular Automata
James Stovold
Neural Cellular Automata (NCAs) offer a way to study the growth of two-dimensional artificial organisms from a single seed cell. From the outset, NCA-grown organisms have had issue…