1 citations · 2 across the 3 of their papers we have counts for
3 papers
Optimizing edge AI models on HPC systems with the edge in the loop
Marcel Aach, Cyril Blanc, Andreas Lintermann +1
Artificial intelligence and machine learning models deployed on edge devices, e.g., for quality control in Additive Manufacturing (AM), are frequently small in size. Such models us…
Resource-Adaptive Successive Doubling for Hyperparameter Optimization with Large Datasets on High-Performance Computing Systems
Marcel Aach, Rakesh Sarma, Helmut Neukirchen +2
On High-Performance Computing (HPC) systems, several hyperparameter configurations can be evaluated in parallel to speed up the Hyperparameter Optimization (HPO) process. State-of-…
Generalization over different cellular automata rules learned by a deep feed-forward neural network
Marcel Aach, Jens Henrik Goebbert, Jenia Jitsev
To test generalization ability of a class of deep neural networks, we randomly generate a large number of different rule sets for 2-D cellular automata (CA), based on John Conway's…