Proceedings of the 1st Interdisciplinary Workshop on Algorithm Selection and Meta-Learning in Information Retrieval (AMIR2019)
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