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Alexander Renz-Wieland, Rainer Gemulla, Prof. Dr. Volker Markl, Dr. Zoi Kaoudi

NuPS: A Parameter Server for Machine Learning with Non-Uniform Parameter Access

June 11 , 2022
https://doi.org/10.1145/3514221.3517860

Behrouz Derakhshan, Alireza Rezaei Mahdiraji, Prof. Dr. Volker Markl, Dr. Zoi Kaoudi, Prof. Dr. Tilmann Rabl

Materialization and Reuse Optimizations for Production Data Science Pipelines

June 11 , 2022
https://doi.org/10.1145/3514221.3526186

Çağkan Yapar, Ron Levie, Prof. Dr. Gitta Kutyniok, Prof. Giuseppe Caire, Phd

Real-time Localization Using Radio Maps

June 09 , 2022
https://arxiv.org/pdf/2006.05397.pdf

Anna Hedström, Dr. Marina Marie-Claire Höhne (Née Vidovic), Ph.D. Shinichi Nakajima, Kirill Bykov

NoiseGrad: enhancing explanations by introducing stochasticity to model weights

May 30 , 2022
https://doi.org/10.48550/arXiv.2106.10185

Gábor E. Gévay, Sebastian Breß, Loránd Madai-Tahy, Prof. Dr. Volker Markl, Dr. Jorge-Arnulfo Quiané-Ruiz, Prof. Dr. Tilmann Rabl

Efficient Control Flow in Dataflow Systems: When Ease-of-Use Meets High Performance

April 19 , 2022
https://doi.org/10.1109/ICDE51399.2021.00127

Markus Hüllebrand, Patrick Doeblin, Nina Krüger, Sebastian Kelle, Prof. Dr. Anja Hennemuth

Anwendungen von künstlicher Intelligenz in der diagnostischen kardialen Bildanalyse

March 21 , 2022
https://doi.org/10.1007/s12181-022-00548-2