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IMG_3435_scaled.jpeg Email: lukas.heppe At sign tu-dortmund.de
Phone: 0231/755-5178
Fax: 0231/755-5105
Room-No.: OH12 R4.023

About

Research topics

  • Federated / Distributed Learning
  • Resource-Constrained Machine Learning
  • Probabilistic models
  • High-Performance Computing

Presentation / Talks

  • Resource-Constrained On-Device Learning By Dynamic Averaging Video

Publications

Heppe/etal/2020a Heppe, Lukas and Kamp, Michael and Adilova, Linara and Piatkowski, Nico and Heinrich, Danny and Morik, Katharina. Resource-Constrained On-Device Learning by Dynamic Averaging. In ECML PKDD 2020 - Workshop on Parallel, Distributed and Federated Learning, 2020.
Heppe/2019a Heppe, Lukas. Parallele, verteilte Implementierung der Junction-Tree-Inferenz. 2019.
Heppe/2017a Heppe, Lukas and Liebig, Thomas. Real-Time Public Transport Delay Prediction for Situation-Aware Routing. In Kern-Isberner, Gabriele and Fürnkranz, Johannes and Thimm, Matthias (editors), KI 2017: Advances in Artificial Intelligence: 40th Annual German Conference on AI, Dortmund, Germany, September 25--29, 2017, Proceedings, pages 128--141, Cham, Springer, 2017. Arrow Symbol
Heppe/2016a Heppe, Lukas. ÖPNV Verspätungsvorhersage mit probabilistischen graphischen Modellen. 2016.