AMIR 2019
The 1st Interdisciplinary Workshop on Algorithm Selection and Meta-Learning in Information Retrieval

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