Kilian Pfeiffer

Orcid: 0000-0003-3872-0495

According to our database1, Kilian Pfeiffer authored at least 7 papers between 2019 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Dataset
Other 

Links

On csauthors.net:

Bibliography

2024
Energy-Aware Heterogeneous Federated Learning via Approximate Systolic DNN Accelerators.
CoRR, 2024

2023
CoCoFL: Communication- and Computation-Aware Federated Learning via Partial NN Freezing and Quantization.
Trans. Mach. Learn. Res., 2023

Federated Learning for Computationally Constrained Heterogeneous Devices: A Survey.
ACM Comput. Surv., 2023

Aggregating Capacity in FL through Successive Layer Training for Computationally-Constrained Devices.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

2022
CoCo-FL: Communication- and Computation-Aware Federated Learning via Partial NN Freezing and Quantization.
CoRR, 2022

DISTREAL: Distributed Resource-Aware Learning in Heterogeneous Systems.
Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2019
Visual Person Understanding Through Multi-task and Multi-dataset Learning.
Proceedings of the Pattern Recognition, 2019


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