Machine Learning and Knowledge Discovery in Databases: European Conference, ECML PKDD 2020, Ghent, Belgium, September 14–18, 2020, Proceedings, Part II

Author:   Frank Hutter ,  Kristian Kersting ,  Jefrey Lijffijt ,  Isabel Valera
Publisher:   Springer Nature Switzerland AG
Edition:   1st ed. 2021
Volume:   12458
ISBN:  

9783030676605


Pages:   742
Publication Date:   25 February 2021
Format:   Paperback
Availability:   Manufactured on demand   Availability explained
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Machine Learning and Knowledge Discovery in Databases: European Conference, ECML PKDD 2020, Ghent, Belgium, September 14–18, 2020, Proceedings, Part II


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Author:   Frank Hutter ,  Kristian Kersting ,  Jefrey Lijffijt ,  Isabel Valera
Publisher:   Springer Nature Switzerland AG
Imprint:   Springer Nature Switzerland AG
Edition:   1st ed. 2021
Volume:   12458
Weight:   1.187kg
ISBN:  

9783030676605


ISBN 10:   3030676609
Pages:   742
Publication Date:   25 February 2021
Audience:   Professional and scholarly ,  Professional & Vocational
Format:   Paperback
Publisher's Status:   Active
Availability:   Manufactured on demand   Availability explained
We will order this item for you from a manufactured on demand supplier.

Table of Contents

Deep learning optimization and theory.- active learning.- adversarial learning; federated learning.- Kernel methods and online learning.- partial label learning.- reinforcement learning.- transfer and multi-task learning.- Bayesian optimization and few-shot learning.

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