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David Burrell, Xenofon Chatziliadis, Eleni Tzirita Zacharatou, Steffen Zeuch, Volker Markl

Workload Prediction for IoT Data Management Systems

March 06, 2023
https://dl.gi.de/handle/20.500.12116/40373

Johanna Vielhaben, Sebastian Lapuschkin, Grégoire Montavon, Wojciech Samek

Explainable AI for Audio via Virtual Inspection Layers

March 01, 2023
https://mlforaudioworkshop.com/exp_virt_inspection.pdf

Alexander Warnecke, Lukas Pirch, Christian Wressnegger, Konrad Rieck

Machine Unlearning of Features and Labels

February 27, 2023
https://www.ndss-symposium.org/wp-content/uploads/2023/02/ndss2023_s87_paper.pdf

Kim A. Nicoli, Christopher J. Anders, Tobias Hartung, Karl Jansen, Pan Kessel, Shinichi Nakajima

Detecting and Mitigating Mode-Collapse for Flow-based Sampling of Lattice Field Theories

February 27, 2023
https://arxiv.org/abs/2302.14082

Haralampos Gavriilidis, Felix Henze, Eleni Tzirita Zacharatou, Volker Markl

SheetReader: Efficient Specialized Spreadsheet Parsing

February 15, 2023
https://doi.org/10.1016/j.is.2023.102183

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

February 08, 2023
https://doi.org/10.5194/essd-15-681-2023

Battista Biggio, Nicholas Carlini, Pavel Laskov, Konrad Rieck, Antonio Emanuele Cinà

Security of Machine Learning

February 03, 2023
https://drops.dagstuhl.de/opus/volltexte/2023/17611/