Efficient Neural Architecture Search
GPTKB entity
Statements (27)
| Predicate | Object |
|---|---|
| gptkbp:instanceOf |
machine learning method
|
| gptkbp:appliesTo |
neural network design
|
| gptkbp:citation |
high
|
| gptkbp:enables |
faster neural network discovery
lower resource requirements |
| gptkbp:field |
gptkb:artificial_intelligence
deep learning |
| gptkbp:goal |
reduce computational cost of architecture search
|
| https://www.w3.org/2000/01/rdf-schema#label |
Efficient Neural Architecture Search
|
| gptkbp:improves |
computational efficiency
|
| gptkbp:introducedIn |
2018
|
| gptkbp:notable_for |
gptkb:ENAS
gptkb:NASNet gptkb:DARTS ProxylessNAS |
| gptkbp:notableContributor |
gptkb:Hieu_Pham
gptkb:Quoc_V._Le gptkb:Jeffrey_Dean gptkb:Barret_Zoph |
| gptkbp:notablePublication |
Efficient Neural Architecture Search via Parameter Sharing
|
| gptkbp:relatedTo |
gptkb:Neural_Architecture_Search
|
| gptkbp:uses |
gptkb:reinforcement_learning
gradient-based optimization weight sharing evolutionary algorithms |
| gptkbp:bfsParent |
gptkb:ENAS
|
| gptkbp:bfsLayer |
7
|