Arber Zela - Google Scholar

100

2018201920202 22 94

Frank HutterProfessor of Computer Science, University of Freiburg, GermanyVerified email at cs.uni-freiburg.de
Thomas BroxProfessor at the University of Freiburg and Amazon ScholarVerified email at cs.uni-freiburg.de
Tonmoy SaikiaUniversity of FreiburgVerified email at cs.uni-freiburg.de
Julien SiemsAlbert Ludwig University FreiburgVerified email at jupiter.uni-freiburg.de
Thomas ElskenUniversity of FreiburgVerified email at cs.uni-freiburg.de
Stefan FalknerBosch Center for Artificial IntelligenceVerified email at de.bosch.com
Aaron KleinAmazon Research BerlinVerified email at cs.uni-freiburg.de
Yee Whye TehProfessor of Statistical Machine Learning, Oxford, Research Scientist, DeepMindVerified email at stats.ox.ac.uk
Chris HolmesVerified email at stats.ox.ac.uk

Arber Zela

Verified email at cs.uni-freiburg.de - Homepage


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
Towards automated deep learning: Efficient joint neural architecture and hyperparameter search A Zela, A Klein, S Falkner, F Hutter AutoML Workshop, ICML 2018, 2018	50	2018
Understanding and Robustifying Differentiable Architecture Search A Zela, T Elsken, T Saikia, Y Marrakchi, T Brox, F Hutter In: International Conference on Learning Representations (ICLR), 2020	32	2020
NAS-Bench-1Shot1: Benchmarking and Dissecting One-shot Neural Architecture Search A Zela, J Siems, F Hutter In: International Conference on Learning Representations (ICLR), 2020	20	2020
Autodispnet: Improving disparity estimation with automl T Saikia, Y Marrakchi, A Zela, F Hutter, T Brox Proceedings of the IEEE International Conference on Computer Vision, 1812-1823, 2019	13	2019
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, 2020	3	2020
NAS-Bench-301 and the Case for Surrogate Benchmarks for Neural Architecture Search J Siems, L Zimmer, A Zela, J Lukasik, M Keuper, F Hutter arXiv preprint arXiv:2008.09777, 2020		2020
Towards Benchmarking and Dissecting One-shot Neural Architecture Search J Siems, A Zela, F Hutter Cell 1, 1, 0

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