Marcel Aach

According to our database, Marcel Aach authored at least 6 papers between 2021 and 2023.

Collaborative distances:

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

2023

Large scale performance analysis of distributed deep learning frameworks for convolutional neural networks.

Marcel Aach, Eray Inanc, Rakesh Sarma, Morris Riedel, Andreas Lintermann

J. Big Data, December, 2023

Short Paper: Accelerating Hyperparameter Optimization Algorithms with Mixed Precision.

Marcel Aach, Rakesh Sarma, Eray Inanc, Morris Riedel, Andreas Lintermann

Proceedings of the SC '23 Workshops of The International Conference on High Performance Computing, 2023

Enabling Hyperparameter-Tuning of AI Models for Healthcare using the CoE RAISE Unique AI Framework for HPC.

Morris Riedel, Chadi Barakat, Sebastian Johannes Fritsch, Marcel Aach, J. Busch, Andreas Lintermann, Andreas Schuppert, Sigurður Brynjólfsson, Helmut Neukirchen, Matthias Book

Proceedings of the 46th MIPRO ICT and Electronics Convention, 2023

Optimal Resource Allocation for Early Stopping-based Neural Architecture Search Methods.

Marcel Aach, Eray Inanc, Rakesh Sarma, Morris Riedel, Andreas Lintermann

Proceedings of the International Conference on Automated Machine Learning, 2023

2022

Accelerating Hyperparameter Tuning of a Deep Learning Model for Remote Sensing Image Classification.

Marcel Aach, Rocco Sedona, Andreas Lintermann, Gabriele Cavallaro, Helmut Neukirchen, Morris Riedel

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

2021

Generalization over different cellular automata rules learned by a deep feed-forward neural network.

Marcel Aach, Jens Henrik Göbbert, Jenia Jitsev

CoRR, 2021