Sebastian Baunsgaard

According to our database, Sebastian Baunsgaard authored at least 9 papers between 2020 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Morphing-based Compression for Data-centric ML Pipelines.

Sebastian Baunsgaard, Matthias Boehm

Proc. VLDB Endow., November, 2025

Workload-aware compressed linear algebra for data-centric machine learning pipelines.

Sebastian Baunsgaard

PhD thesis, 2025

Reproducibility Report for ACM SIGMOD 2025 Paper: 'Auto-Test: Learning Semantic-Domain Constraints for Unsupervised Error Detection in Tables'.

Sebastian Baunsgaard, Kaiqiang Yu

Proceedings of the Reproducibility Reports of the 2025 International Conference on Management of Data, 2025

Adversarial Inputs for Linear Algebra Backends.

Jonas Möller, Lukas Pirch, Felix Weissberg, Sebastian Baunsgaard, Thorsten Eisenhofer, Konrad Rieck

Proceedings of the Forty-second International Conference on Machine Learning, 2025

2023

AWARE: Workload-aware, Redundancy-exploiting Linear Algebra.

Sebastian Baunsgaard, Matthias Boehm

Proc. ACM Manag. Data, 2023

2022

Federated Data Preparation, Learning, and Debugging in Apache SystemDS.

Sebastian Baunsgaard, Matthias Boehm, Kevin Innerebner, Mito Kehayov, Florian Lackner, Olga Ovcharenko, Arnab Phani, Tobias Rieger, David Weissteiner, Sebastian Benjamin Wrede

Proceedings of the 31st ACM International Conference on Information & Knowledge Management, 2022

2021

ExDRa: Exploratory Data Science on Federated Raw Data.

Sebastian Baunsgaard, Matthias Boehm, Ankit Chaudhary, Behrouz Derakhshan, Stefan Geißelsöder, Philipp M. Grulich, Michael Hildebrand, Kevin Innerebner, Volker Markl, Claus Neubauer, Sarah Osterburg, Olga Ovcharenko, Sergey Redyuk, Tobias Rieger, Alireza Rezaei Mahdiraji, Sebastian Benjamin Wrede, Steffen Zeuch

Proceedings of the SIGMOD '21: International Conference on Management of Data, 2021

2020

SystemDS: A Declarative Machine Learning System for the End-to-End Data Science Lifecycle.

Matthias Boehm, Iulian Antonov, Sebastian Baunsgaard, Mark Dokter, Robert Ginthör, Kevin Innerebner, Florijan Klezin, Stefanie N. Lindstaedt, Arnab Phani, Benjamin Rath, Berthold Reinwald, Shafaq Siddiqui, Sebastian Benjamin Wrede

Proceedings of the 10th Conference on Innovative Data Systems Research, 2020

Training for Speech Recognition on Coprocessors.

Sebastian Baunsgaard, Sebastian Benjamin Wrede, Pinar Tözün

Proceedings of the International Workshop on Accelerating Analytics and Data Management Systems Using Modern Processor and Storage Architectures, 2020