Kilian Pfeiffer

PhD student, Karlsruhe Institute of Technology

Joined

May 2021

Names

Kilian Pfeiffer (Preferred)

Emails

****@kit.edu (Confirmed)

,

****@pfffr.eu (Confirmed)

,

****@me.com (Confirmed)

Personal Links

Career & Education History

PhD student

Karlsruhe Institute of Technology (kit.edu)

2021 – Present

MS student

Technical University Munich (tum.de)

2017 – 2020

Advisors, Relations & Conflicts

No relations added

Expertise

resource-aware machine learning

2021 – Present

Publications

Accelerated Training on Low-Power Edge Devices
Mohamed Aboelenien Ahmed, Kilian Pfeiffer, Osama Abboud, Ramin Khalili, Heba Khdr, Joerg Henkel
- Accepted by TMLR
- Readers: Everyone
Aggregating Capacity in FL through Successive Layer Training for Computationally-Constrained Devices
Kilian Pfeiffer, Ramin Khalili, Joerg Henkel
- NeurIPS 2023 poster
- Readers: Everyone
CoCoFL: Communication- and Computation-Aware Federated Learning via Partial NN Freezing and Quantization
Kilian Pfeiffer, Martin Rapp, Ramin Khalili, Joerg Henkel
- Accepted by TMLR
- Readers: Everyone
CoCo-FL: Communication- and Computation-Aware Federated Learning via Partial NN Freezing and Quantization
Kilian Pfeiffer, Martin Rapp, Ramin Khalili, Jörg Henkel
- Published: 01 Jan 2022, Last Modified: 12 May 2023
- CoRR 2022
- Readers: Everyone
DISTREAL: Distributed Resource-Aware Learning in Heterogeneous Systems
Martin Rapp, Ramin Khalili, Kilian Pfeiffer, Jörg Henkel
- Published: 01 Jan 2022, Last Modified: 12 May 2023
- AAAI 2022
- Readers: Everyone

Co-Authors