Kilian Pfeiffer

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 11

Top Topics

Learning Problems

Heterogeneous Systems

Sparse Learning

Top Venues

ACM Comput. Surv.

Publications

Kilian Pfeiffer, Konstantinos Balaskas, Kostas Siozios, Jörg Henkel
Energy-Aware Heterogeneous Federated Learning via Approximate Systolic DNN Accelerators. CoRR (2024)
Kilian Pfeiffer, Ramin Khalili, Jörg Henkel
Aggregating Capacity in FL through Successive Layer Training for Computationally-Constrained Devices. NeurIPS (2023)
Kilian Pfeiffer, Ramin Khalili, Jörg Henkel
Aggregating Capacity in FL through Successive Layer Training for Computationally-Constrained Devices. CoRR (2023)
Kilian Pfeiffer, Martin Rapp, Ramin Khalili, Jörg Henkel
Federated Learning for Computationally Constrained Heterogeneous Devices: A Survey. ACM Comput. Surv. 55 (14s) (2023)
Kilian Pfeiffer, Martin Rapp, Ramin Khalili, Jörg Henkel
CoCoFL: Communication- and Computation-Aware Federated Learning via Partial NN Freezing and Quantization. Trans. Mach. Learn. Res. 2023 (2023)
Kilian Pfeiffer, Martin Rapp, Ramin Khalili, Jörg Henkel
Federated Learning for Computationally-Constrained Heterogeneous Devices: A Survey. CoRR (2023)
Kilian Pfeiffer, Martin Rapp, Ramin Khalili, Jörg Henkel
CoCo-FL: Communication- and Computation-Aware Federated Learning via Partial NN Freezing and Quantization. CoRR (2022)
Martin Rapp, Ramin Khalili, Kilian Pfeiffer, Jörg Henkel
DISTREAL: Distributed Resource-Aware Learning in Heterogeneous Systems. AAAI (2022)
Martin Rapp, Ramin Khalili, Kilian Pfeiffer, Jörg Henkel
DISTREAL: Distributed Resource-Aware Learning in Heterogeneous Systems. CoRR (2021)
Kilian Pfeiffer, Alexander Hermans, István Sárándi, Mark Weber, Bastian Leibe
Visual Person Understanding through Multi-Task and Multi-Dataset Learning. CoRR (2019)
Kilian Pfeiffer, Alexander Hermans, István Sárándi, Mark Weber, Bastian Leibe
Visual Person Understanding Through Multi-task and Multi-dataset Learning. GCPR (2019)