Thomas Elsken
Thomas Elsken
Bosch Center for Artificial Intelligence
Verified email at de.bosch.com
Title
Cited by
Cited by
Year
Neural architecture search: A survey
T Elsken, JH Metzen, F Hutter
Journal of Machine Learning Research (JMLR) 20, 2019
11712019
Efficient Multi-objective Neural Architecture Search via Lamarckian Evolution
T Elsken, JH Metzen, F Hutter
International Conference on Learning Representations (ICLR), 2019
3022019
Simple and efficient architecture search for Convolutional Neural Networks
T Elsken, JH Metzen, F Hutter
NeurIPS Meta-Learning Workshop, 2017
1652017
Understanding and Robustifying Differentiable Architecture Search
A Zela, T Elsken, T Saikia, Y Marrakchi, T Brox, F Hutter
International Conference on Learning Representations (ICLR), 2020
151*2020
Meta-Learning of Neural Architectures for Few-Shot Learning
T Elsken, B Staffler, JH Metzen, F Hutter
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2020
322020
Neural ensemble search for performant and calibrated predictions
S Zaidi, A Zela, T Elsken, C Holmes, F Hutter, YW Teh
arXiv preprint arXiv:2006.08573 2, 2020
192020
Automated design of error-resilient and hardware-efficient deep neural networks
C Schorn, T Elsken, S Vogel, A Runge, A Guntoro, G Ascheid
Neural Computing and Applications, 2020
142020
Bag of Baselines for Multi-objective Joint Neural Architecture Search and Hyperparameter Optimization
J Guerrero-Viu, S Hauns, S Izquierdo, G Miotto, S Schrodi, A Biedenkapp, ...
arXiv preprint arXiv:2105.01015, 2021
32021
Bag of Tricks for Neural Architecture Search
T Elsken, B Staffler, A Zela, JH Metzen, F Hutter
arXiv preprint arXiv:2107.03719, 2021
2021
Efficient and practical neural architecture search
T Elsken
Dissertation, Universitšt Freiburg, 2021, 2021
2021
Method and apparatus for automatically producing an artificial neural network
F Hutter, JH Metzen, T Elsken
US Patent App. 16/756,983, 2021
2021
Method and device for ascertaining a network configuration of a neural network
T Elsken, F Hutter, JH Metzen
US Patent App. 16/978,108, 2021
2021
Method and device for ascertaining a network configuration of a neural network
T Elsken, F Hutter, JH Metzen
US Patent App. 16/978,075, 2020
2020
The system can't perform the operation now. Try again later.
Articles 1–13