Vol-2360
urn:nbn:de:0074-2360-3

Copyright © 2019 for the individual papers by the papers' authors. Copying permitted for private and academic purposes. This volume is published and copyrighted by its editors.

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

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.

Edited by

Joeran Beel *
Lars Kotthoff **

* Trinity College Dublin, School of Computer Science and Statistics, ADAPT Centre, 2 Dublin, Ireland
** University of Wyoming, Department of Computer Science, Laramie, WY 82071-2000, USA

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

2019-05-13: submitted by Joeran Beel, metadata incl. bibliographic data published under Creative Commons CC0
2019-05-13: published on CEUR-WS.org |valid HTML5|