Arber Zela
Title
Cited by
Cited by
Year
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
662020
Towards automated deep learning: Efficient joint neural architecture and hyperparameter search
A Zela, A Klein, S Falkner, F Hutter
AutoML Workshop, ICML 2018, 2018
632018
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
312020
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
182019
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
92020
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
32020
Smooth variational graph embeddings for efficient neural architecture search
J Lukasik, D Friede, A Zela, H Stuckenschmidt, F Hutter, M Keuper
arXiv preprint arXiv:2010.04683, 2020
12020
NASLib: A Modular and Flexible Neural Architecture Search Library
M Ruchte*, A Zela*, J Siems, J Grabocka, F Hutter
1
Winning solutions and post-challenge analyses of the ChaLearn AutoDL challenge 2019
Z Liu, A Pavao, Z Xu, S Escalera, F Ferreira, I Guyon, S Hong, F Hutter, ...
2020
Towards Benchmarking and Dissecting One-shot Neural Architecture Search
J Siems, A Zela, F Hutter
Cell 1, 1, 0
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Articles 1–10