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1st AMIR@ECIR 2019: Cologne, Germany
- Jöran Beel, Lars Kotthoff:
Proceedings of the 1st Interdisciplinary Workshop on Algorithm Selection and Meta-Learning in Information Retrieval co-located with the 41st European Conference on Information Retrieval (ECIR 2019), Cologne, Germany, April 14, 2019. CEUR Workshop Proceedings 2360, CEUR-WS.org 2019
Session 1: Welcome & Keynote
- Joeran Beel, Lars Kotthoff:
Preface: The 1st Interdisciplinary Workshop on Algorithm Selection and Meta-Learning in Information Retrieval (AMIR). 1-9 - Marius Lindauer
:
Automated Algorithm Selection - Predict which algorithm to use! 10
Session 2: Research
- Masoud Mansoury, Robin Burke:
Algorithm Selection with Librec-auto. 11-17 - Siddhant Arora, Andrew Yates:
Investigating Retrieval Method Selection with Axiomatic Features. 18-31 - Gordian Edenhofer, Andrew Collins, Akiko Aizawa, Joeran Beel:
Augmenting the DonorsChoose.org Corpus for Meta-Learning. 32-38 - Joeran Beel, Barry Smyth, Andrew Collins:
RARD II: The 94 Million Related-Article Recommendation Dataset. 39-55 - Thiloshon Nagarajah, Guhanathan Poravi:
An Extensive Checklist for Building AutoML Systems. 56-70
Session 3: Hands-On
- Lars Kotthoff:
Hands-On Session with ASlib. 71 - Marius Lindauer
Hands-On Automated Machine Learning Tools: Auto-Sklearn and Auto-PyTorch. 72
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