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Patrick Damme, Matthias Böhm
Enabling Integrated Data Analysis Pipelines on Heterogeneous Hardware through Holistic Extensibility
David Burrell, Xenofon Chatziliadis, Eleni Tzirita Zacharatou, Steffen Zeuch, Volker Markl
Workload Prediction for IoT Data Management Systems
Kirill Bykov, Klaus-Robert Müller, Marina M.-C. Höhne
Mark My Words: Dangers of Watermarked Images in ImageNet
Johanna Vielhaben, Sebastian Lapuschkin, Grégoire Montavon, Wojciech Samek
Explainable AI for Audio via Virtual Inspection Layers
Alexander Warnecke, Lukas Pirch, Christian Wressnegger, Konrad Rieck
Machine Unlearning of Features and Labels
Haralampos Gavriilidis, Felix Henze, Eleni Tzirita Zacharatou, Volker Markl
SheetReader: Efficient Specialized Spreadsheet Parsing
Steve Ahlswede, Christian Schulz, Christiano Gava, Patrick Helber, Benjamin Bischke, Michael Förster, Florencia Arias, Jörn Hees, Begüm Demir, Birgit Kleinschmit et al.
TreeSatAI Benchmark Archive: a Multi-Sensor, Multi-Label Dataset for Tree Species Classification in Remote Sensing
Battista Biggio, Nicholas Carlini, Pavel Laskov, Konrad Rieck, Antonio Emanuele Cinà
Security of Machine Learning
Stefan Chmiela, Valentin Vassilev-Galindo, Oliver T Unke, Adil Kabylda, Huziel E Sauceda, Alexandre Tkatchenko, Klaus-Robert Müller
Accurate global machine learning force fields for molecules with hundreds of atoms
Philipp M. Grulich, Aljoscha P. Lepping, Dwi Nugroho, Varun Pandey, Bonaventura Del Monte, Steffen Zeuch, Volker Markl