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Marcel Aach
ORCID
Publication Activity (10 Years)
Years Active: 2021-2023
Publications (10 Years): 6
Top Topics
Resource Allocation
Learning Frameworks
Neural Architecture
Early Stopping
Top Venues
CoRR
AutoML
J. Big Data
MIPRO
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Publications
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Morris Riedel
,
Chadi Barakat
,
Sebastian Johannes Fritsch
,
Marcel Aach
,
J. Busch
,
Andreas Lintermann
,
Andreas Schuppert
,
Sigurður Brynjólfsson
,
Helmut Neukirchen
,
Matthias Book
Enabling Hyperparameter-Tuning of AI Models for Healthcare using the CoE RAISE Unique AI Framework for HPC.
MIPRO
(2023)
Marcel Aach
,
Eray Inanc
,
Rakesh Sarma
,
Morris Riedel
,
Andreas Lintermann
Large scale performance analysis of distributed deep learning frameworks for convolutional neural networks.
J. Big Data
10 (1) (2023)
Marcel Aach
,
Rakesh Sarma
,
Eray Inanc
,
Morris Riedel
,
Andreas Lintermann
Short Paper: Accelerating Hyperparameter Optimization Algorithms with Mixed Precision.
SC Workshops
(2023)
Marcel Aach
,
Eray Inanc
,
Rakesh Sarma
,
Morris Riedel
,
Andreas Lintermann
Optimal Resource Allocation for Early Stopping-based Neural Architecture Search Methods.
AutoML
(2023)
Marcel Aach
,
Rocco Sedona
,
Andreas Lintermann
,
Gabriele Cavallaro
,
Helmut Neukirchen
,
Morris Riedel
Accelerating Hyperparameter Tuning of a Deep Learning Model for Remote Sensing Image Classification.
IGARSS
(2022)
Marcel Aach
,
Jens Henrik Göbbert
,
Jenia Jitsev
Generalization over different cellular automata rules learned by a deep feed-forward neural network.
CoRR
(2021)