Automated Deep Learning: Neural Architecture Search Is Not the End

by Xuanyi Dong, David Jacob Kedziora, Katarzyna Musial

Deep learning (DL) has proven to be a highly effective approach for developing models in diverse contexts, including visual perception, speech recognition, and machine translation. Automated deep learning (AutoDL) endeavors to minimize the need for human involvement and is best known for its achievements in neural architecture search (NAS). In this monograph, the authors examine research efforts into automation across the entirety of an archetypal...

• Format: Paperback
• Language: English
• ISBN: 1638283184
• ISBN13: 9781638283188
• Release Date: February 2024
• Publisher: Now Publishers
• Length: 166 Pages
• Weight: 0.54 lbs.
• Dimensions: 0.4" x 6.1" x 9.2"