Jakoba Petri-Koenig

According to our database, Jakoba Petri-Koenig authored at least 5 papers between 2022 and 2024.

Collaborative distances:

• Dijkstra number of three.
• Erdős number of four.

2024

A2Q+: Improving Accumulator-Aware Weight Quantization.

Ian Colbert, Alessandro Pappalardo, Jakoba Petri-Koenig, Yaman Umuroglu

Proceedings of the Forty-first International Conference on Machine Learning, 2024

2023

Quantized Neural Networks for Low-Precision Accumulation with Guaranteed Overflow Avoidance.

Ian Colbert, Alessandro Pappalardo, Jakoba Petri-Koenig

CoRR, 2023

OctoRay: Framework for Scalable FPGA Cluster Acceleration of Python Big Data Applications.

Zaid Al-Ars, Jakoba Petri-Koenig, Joost Hoozemans, Luc Dierick, H. Peter Hofstee

Proceedings of the SC '23 Workshops of The International Conference on High Performance Computing, 2023

A2Q: Accumulator-Aware Quantization with Guaranteed Overflow Avoidance.

Ian Colbert, Alessandro Pappalardo, Jakoba Petri-Koenig

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

2022

Elastic-DF: Scaling Performance of DNN Inference in FPGA Clouds through Automatic Partitioning.

Tobias Alonso, Lucian Petrica, Mario Ruiz, Jakoba Petri-Koenig, Yaman Umuroglu, Ioannis Stamelos, Elias Koromilas, Michaela Blott, Kees A. Vissers

ACM Trans. Reconfigurable Technol. Syst., 2022