Automated Deep Learning: Neural Architecture Search Is Not the End
Author:   Xuanyi Dong ,  David Jacob Kedziora ,  Katarzyna Musial ,  Bogdan Gabrys
Publisher:   now publishers Inc
ISBN:  

9781638283188


Pages:   166
Publication Date:   27 February 2024
Format:   Paperback
Availability:   In Print   Availability explained
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Automated Deep Learning: Neural Architecture Search Is Not the End


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Author:   Xuanyi Dong ,  David Jacob Kedziora ,  Katarzyna Musial ,  Bogdan Gabrys
Publisher:   now publishers Inc
Imprint:   now publishers Inc
Weight:   0.243kg
ISBN:  

9781638283188


ISBN 10:   1638283184
Pages:   166
Publication Date:   27 February 2024
Audience:   Professional and scholarly ,  Professional & Vocational
Format:   Paperback
Publisher's Status:   Active
Availability:   In Print   Availability explained
This item will be ordered in for you from one of our suppliers. Upon receipt, we will promptly dispatch it out to you. For in store availability, please contact us.

Table of Contents

1. Introduction 2. AutoDL: An Overview 3. Automated Problem Formulation 4. Automated Data Engineering 5. Neural Architecture Search 6. Hyperparameter Optimization 7. Automated Deployment 8. Automated Maintenance 9. Critical Discussion and Future Directions 10. Conclusions Acknowledgments References

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