Gradient-Based Neural Architecture Search: A Comprehensive Evaluation

One of the challenges in deep learning involves discovering the optimal architecture for a specific task. This is effectively tackled through Neural Architecture Search (NAS). Neural Architecture Search encompasses three prominent approaches—reinforcement learning, evolutionary algorithms, and gradi...

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Bibliographic Details
Main Authors: Sarwat Ali, M. Arif Wani
Format: Article
Language:English
Published: MDPI AG 2023-09-01
Series:Machine Learning and Knowledge Extraction
Subjects:
Online Access:https://www.mdpi.com/2504-4990/5/3/60