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Ankit Chaudhary, Jeyhun Karimov, Steffen Zeuch, Volker Markl

Incremental Stream Query Merging

March 28 , 2023
https://openproceedings.org/2023/conf/edbt/3-paper-69.pdf

David Lassner, Stephanie Brandl, Anne Baillot, Shinichi Nakajima

Domain-Specific Word Embeddings with Structure Prediction

March 27 , 2023
https://direct.mit.edu/tacl/article/doi/10.1162/tacl_a_00538/115372/Domain-Specific-Word-Embeddings-with-Structure

Thorsten Eisenhofer, Erwin Quiring, Jonas Möller, Doreen Riepel, Thorsten Holz, Konrad Rieck

No more Reviewer #2: Subverting Automatic Paper-Reviewer Assignment using Adversarial Learning

March 25 , 2023
https://arxiv.org/abs/2303.14443

Michele Scalas, Konrad Rieck, Giorgio Giacinto

Improving Malware Detection with Explainable Machine Learning

March 17 , 2023
https://doi.org/10.1016/B978-0-32-396098-4.00017-X

Johanna Vielhaben, Sebastian Lapuschkin, Grégoire Montavon, Wojciech Samek

Explainable AI for Time Series via Virtual Inspection Layers

March 11 , 2023
https://arxiv.org/pdf/2303.06365.pdf

Manisha Luthra, Andreas Kipf, Matthias Böhm

A Tutorial Workshop on ML for Systems and Systems for ML

March 07 , 2023
https://dl.gi.de/handle/20.500.12116/40350

Henriette Behr, Volker Markl, Zoi Kaoudi

Learn What Really Matters: A Learning-to-Rank Approach for ML-based Query Optimization

March 06 , 2023
https://doi.org/10.18420/BTW2023-64

Patrick Damme, Matthias Böhm

Enabling Integrated Data Analysis Pipelines on Heterogeneous Hardware through Holistic Extensibility

March 06 , 2023
https://doi.org/10.18420/BTW2023-52

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

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