Practical Hyperparameter Optimization for Deep Learning

By Stefan Falkner, Aaron Klein, Frank Hutter. 2018

21 citations recorded by the source corpus.

Subfields: Optimization & Training, Neural Architecture Search & AutoML

How researchers see this paper

The researchers whose trusted networks rank it highest, strongest advocate first. Every researcher gets a different order.

In Optimization & Training

1. Stefan Falkner
2. Frank Hutter
3. Aaron Klein
4. Arber Zela
5. Quoc V. Le
6. Marc-André Zöller
7. Marco F. Huber
8. Ameet Talwalkar

In Neural Architecture Search & AutoML

1. Frank Hutter
2. Aaron Klein
3. Arber Zela
4. Stefan Falkner
5. Xuanyi Dong
6. Marius Thomas Lindauer
7. Marc-André Zöller
8. Marco F. Huber

Citations in the corpus

• Towards Automated Deep Learning: Efficient Joint Neural Architecture and Hyperparameter Search (2018, methodology): “Due to space constraints, we refer the reader to Falkner et al. (2018) and Li et al. (2017) for full details on these methods and only provide the basics here.”