Machine Learning and Knowledge Discovery in Databases [E-Book] : European Conference, ECML PKDD 2020, Ghent, Belgium, September 14-18, 2020, Proceedings, Part III / edited by Frank Hutter, Kristian Kersting, Jefrey Lijffijt, Isabel Valera.
The 5-volume proceedings, LNAI 12457 until 12461 constitutes the refereed proceedings of the European Conference on Machine Learning and Knowledge Discovery in Databases, ECML PKDD 2020, which was held during September 14-18, 2020. The conference was planned to take place in Ghent, Belgium, but had...
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Full text |
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Personal Name(s): | Hutter, Frank, editor |
Kersting, Kristian, editor / Lijffijt, Jefrey, editor / Valera, Isabel, editor | |
Edition: |
1st edition 2021. |
Imprint: |
Cham :
Springer,
2021
|
Physical Description: |
XLIII, 755 pages 236 illustrations, 213 illustrations in color (online resource) |
Note: |
englisch |
ISBN: |
9783030676643 |
DOI: |
10.1007/978-3-030-67664-3 |
Series Title: |
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Lecture Notes in Artificial Intelligence ;
12459 /* Depending on the record driver, $field may either be an array with "name" and "number" keys or a flat string containing only the series name. We should account for both cases to maximize compatibility. */?> Lecture Notes in Computer Science |
Subject (LOC): |
- Combinatorial optimization
- large-scale optimization and differential privacy
- boosting and ensemble methods
- Bayesian methods
- architecture of neural networks
- graph neural networks
- Gaussian processes
- computer vision and image processing
- natural language processing.-bioinformatics.