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selfie1.jpg Email: sebastian.buschjaeger tu-dortmund.de
Phone: 0231/755-8499
Fax: 0231/755-5105
Room-No.: OH12 R4.017

About

Research topics

  • Machine Learning: Ensemble learning, randomized algorithms, Gaussian processes, Deep Learning
  • Computerarchitecture: Architecture-dependent optimizations and code generation, custom architectures/FPGAs, embedded devices

Courses

Talks & presentations

  • Data Summarization on Embedded Systems at IoT-Streaming Workshop (ECML 2017) slides
  • Introduction to Deep Learning at SFB 876 Summerschool 2017: Slides are available here
  • Deep Learning on FPGAs at SFB 876 Summerschool 2017:Slides are available here

Publications

Buschjaeger/Morik/2017a Buschjäger, Sebastian and Morik, Katharina and Schmidt, Mike. Summary Extraction on Data Streams in Embedded Systems. In Proceedings of the ECML Conference Workshop IoT Large Scale Learning From Data Streams, Springer, 2017.
Buschjaeger/Morik/2017b Buschjäger, Sebastian and Morik, Katharina. Decision Tree and Random Forest Implementations for Fast Filtering of Sensor Data. In IEEE Transactions on Circuits and Systems I: Regular Papers, Vol. PP, No. 99, 2017.
Buschjaeger/2016a Buschjäger, Sebastian. Online Gauß-Prozesse zur Regression auf FPGAs. TU Dortmund, 2016.
Buschjaeger/etal/2015a Buschjäger, Sebastian and Pfahler, Lukas and Morik, Katharina. Discovering Subtle Word Relation in Large German Corpora. In Proceedings of the 3rd Workshop on the Challenges in the Management of Large Corpora, 2015.
Morik/etal/2015a Morik, Katharina and Jung, Alexander and Weckwerth, Jan and Rötner, Stefan and Hess, Sibylle and Buschjäger, Sebastian and Pfahler, Lukas. Untersuchungen zur Analyse von deutschsprachigen Textdaten. No. 2, Technische Universität Dortmund, 2015.

Software

Thesis Proposals