?

M.Sc. Kilian Pfeiffer

  • Haid-und-Neu-Str. 7
    Bldg. 07.21
    76131 Karlsruhe

Short Bio

Kilian Pfeiffer received his B.Sc. and M.Sc. degree in Electrical and Computer Engineering from the Technical University of Munich in 2017 and 2020, respectively. Since 2020, he is pursuing his Ph.D. under the supervision of Prof. Dr. Jörg Henkel at the Karlsruhe Institute of Technology.

Publications

Conferences
Martin Rapp, Ramin Khalili, Kilian Pfeiffer, Jörg Henkel
DISTREAL: Distributed Resource-Aware Learning in Heterogeneous Systems
in Thirty-Sixth AAAI Conference on Artificial Intelligence (AAAI'22), Vancouver, Canada, PDF, Feb 22 - Mar 01 2022.
arXiv
Kilian Pfeiffer, Martin Rapp, Ramin Khalili, Jörg Henkel
CoCo-FL: Communication- and Computation-Aware Federated Learning via Partial NN Freezing and Quantization
in arXiv, DOI, PDF, Mar 2022.

Student Theses

Finished Projects
NameType of workTitleMentorCompletion date
Uhl, HannesMaster thesisPerformance and Energy Modeling of CNN Inference and Training on Embedded GPUsPfeiffer, Kilian / Rapp, Martin2022-05-02
Schmitt, MatthiasMaster thesisLatent Space Knowledge Distillation under Heterogeneous DataPfeiffer, Kilian / Rapp, Martin2021-12-01