Machine Learning Methods in Visualisation for Big Data
Zurich, Switzerland (Virtual Conference) June 14, 2021
Organising Committee
Daniel Archambault, Swansea University, United Kingdom Ian Nabney, University of Bristol, United Kingdom
Jaakko Peltonen, Tampere University, Finland
Proceedings Production Editor
Dieter Fellner (TU Darmstadt & Fraunhofer IGD, Germany) Sponsored by EUROGRAPHICS Association
DOI: 10.2312/mlvis.20212008 https://www.eg.org https://diglib.eg.org
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Copyright ©2021 by the Eurographics Association Postfach 2926, 38629 Goslar, Germany
Published by the Eurographics Association –Postfach 2926, 38629 Goslar, Germany–
in cooperation with
Institute of Computer Graphics & Knowledge Visualization at Graz University of Technology and
Fraunhofer IGD (Fraunhofer Institute for Computer Graphics Research), Darmstadt ISBN 978-3-03868-146-5
The electronic version of the proceedings is available from the Eurographics Digital Library at https://diglib.eg.org
Table of Contents
Table of Contents . . . iii International Programme Committee . . . iv Author Index . . . v
Papers
Controllably Sparse Perturbations of Robust Classifiers for Explaining Predictions and Probing Learned
Concepts . . . 1 Jay Roberts and Theodoros Tsiligkaridis
Revealing Multimodality in Ensemble Weather Prediction . . . 7 Natacha Galmiche, Helwig Hauser, Thomas Spengler, Clemens Spensberger, Morten Brun, and Nello Blaser
International Programme Committee Benjamin Bach (University of Edinburgh, UK)
Kerstin Bunte (University of Groningen, the Netherlands) Helwig Hauser (University of Bergen, Norway)
John A. Lee (Universite catholiqué de Louvain, Belgium) David Lowe (Syndial)
Noeska Smit (University of Bergen, Norway) Cagatay Turkay (University of Warwick, UK)
Michel Verleysen (Université catholique de Louvain, Belgium) Yong Wang (Singapore Management University, Singapore)
Author Index
Blaser, Nello . . . 7
Brun, Morten . . . 7
Galmiche, Natacha . . . 7
Hauser, Helwig . . . 7
Roberts, Jay . . . 1
Spengler, Thomas . . . 7
Spensberger, Clemens . . . 7
Tsiligkaridis, Theodoros . . . 1
