Automated Deep Learning

Name: Automated Deep Learning
SKU: 38713385
Price: 233.00 NZD
Availability: InStock

Neural Architecture Search Is Not the End

By:

Format:

Paperback / softback

Series:

Foundations and Trends(R) in Machine Learning

Show Hide Adult Content

$233.00

Available from supplier

Usually ships in 3-4 weeks

0 in Trolley

Price Match

Free Delivery with Primate

Join Now

Free 14 day free trial, cancel anytime.

Buy Now, Pay Later with:

4 payments of $58.25 with Afterpay Learn more

6 weekly interest-free payments of $38.83 with Laybuy Learn more

Availability

Delivering to:

Estimated arrival:

Around 25 Jun - 5 Jul using International Courier

Description

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) endeavours 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 DL workflow. In so doing, they propose a comprehensive set of ten criteria by which to assess existing work in both individual publications and broader research areas, namely novelty, solution quality, efficiency, stability, interpretability, reproducibility, engineering quality, scalability, generalizability, and eco-friendliness. Aimed at students and researchers, this monograph provides an evaluative overview of AutoDL in the early 2020s, identifying where future opportunities for progress may exist.

Release date NZ

February 27th, 2024

Author

Audience

Professional & Vocational

Pages

166

Series

Foundations and Trends(R) in Machine Learning

ISBN-13

9781638283188

Product ID

38713385

Customer reviews

Nobody has reviewed this product yet. You could be the first!

Write a Review

Marketplace listings

There are no Marketplace listings available for this product currently.
Already own it? Create a free listing and pay just 9% commission when it sells!

Sell Yours Here