ICML 2018oral932 citations
Understanding and Simplifying One-Shot Architecture Search
Gabriel Bender, Pieter-Jan Kindermans, Barret Zoph, Vijay Vasudevan, Quoc Le
Abstract
There is growing interest in automating neural network architecture design. Existing architecture search methods can be computationally expensive, requiring thousands of different architectures to be trained from scratch. Recent work has explored
BibTeX
@InProceedings{pmlr-v80-bender18a,
title = {Understanding and Simplifying One-Shot Architecture Search},
author = {Bender, Gabriel and Kindermans, Pieter-Jan and Zoph, Barret and Vasudevan, Vijay and Le, Quoc},
booktitle = {Proceedings of the 35th International Conference on Machine Learning},
pages = {550--559},
year = {2018},
editor = {Dy, Jennifer and Krause, Andreas},
volume = {80},
series = {Proceedings of Machine Learning Research},
month = {10--15 Jul},
publisher = {PMLR},
pdf = {http://proceedings.mlr.press/v80/bender18a/bender18a.pdf},
url = {https://proceedings.mlr.press/v80/bender18a.html},
abstract = {There is growing interest in automating neural network architecture design. Existing architecture search methods can be computationally expensive, requiring thousands of different architectures to be trained from scratch. Recent work has explored