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.
|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.
|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.
|Name||Type of work||Title||Mentor||Completion date|
|Uhl, Hannes||Master thesis||Performance and Energy Modeling of CNN Inference and Training on Embedded GPUs||Pfeiffer, Kilian / Rapp, Martin||2022-05-02|
|Schmitt, Matthias||Master thesis||Latent Space Knowledge Distillation under Heterogeneous Data||Pfeiffer, Kilian / Rapp, Martin||2021-12-01|