The Proceedings of the 1st Interdisciplinary Workshop on Algorithm Selection and Meta-Learning in Information Retrieval (AMIR2019) are now available at http://ceur-ws.org/Vol-2360/.
Table of Contents
Session 1: Welcome & Keynote
- Preface: The 1st Interdisciplinary Workshop on Algorithm Selection and Meta-Learning in Information Retrieval (AMIR) 1-9
Joeran Beel, Lars Kotthoff - Automated Algorithm Selection – Predict which algorithm to use! (keynote) 10
Marius Lindauer
Session 2: Research
- Algorithm Selection with Librec-auto (short paper) 11-17
Masoud Mansoury, Robin Burke - Investigating Retrieval Method Selection with Axiomatic Features 18-31
Siddhant Arora, Andrew Yates - Augmenting the DonorsChoose.org Corpus for Meta-Learning (short paper) 32-38
Gordian Edenhofer, Andrew Collins, Akiko Aizawa, Joeran Beel - RARD II: The 94 Million Related-Article Recommendation Dataset 39-55
Joeran Beel, Barry Smyth, Andrew Collins - An Extensive Checklist for Building AutoML Systems 56-70
Thiloshon Nagarajah, Guhanathan Poravi
Session 3: Hands-On
- Hands-On Session with ASlib 71
Lars Kotthoff - Hands-On Automated Machine Learning Tools: Auto-Sklearn and Auto-PyTorch 72
Marius Lindauer
