Sebastian Baunsgaard

Sebastian Baunsgaard

Sebastian Baunsgaard is a Ph.D. student at the Institute of Interactive Systems and Data Science (ISDS) at Graz University of Technology, Austria. His primarily research focus is exploiting data structures in linear algebra programs. Sebastian is a frequent contributor to open source code, and is a PMC member in Apache SystemDS with contributions ranging from high level compilation techniques to low level tight loop optimization of kernels. Sebastian received his bachelor and masters from ITU Copenhagen specializing in advanced computing with a dissertation in the subject of speech recognition. Before starting his Ph.D. Sebastian worked with automatic test setup and installation of high-end cameras in Phase One, and full stack web development in Zen Data Aps. Currently he is a member of DAMS Lab headed and supervised by Matthias Boehm.

Publications

2021

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: ExDRa: Exploratory Data Science on Federated Raw Data. SIGMOD Conference 2021: 2450-2463

2020

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: SystemDS: A Declarative Machine Learning System for the End-to-End Data Science Lifecycle. CIDR 2020

Sebastian Baunsgaard, Sebastian Bejamin Wrede, Pinar Tözün: Training for Speech Recognition on Coprocessors. ADMS@VLDB 2020; 1-10

Work Experience

Education