Pepijn de Reus

According to our database, Pepijn de Reus authored at least 6 papers between 2023 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2025

An exploration of prompting LLMs to generate energy-efficient code.

Tom Cappendijk, Pepijn de Reus, Ana Oprescu

Proceedings of the 9th IEEE/ACM International Workshop on Green and Sustainable Software, 2025

2024

An exploration of the effect of quantisation on energy consumption and inference time of StarCoder2.

Pepijn de Reus, Ana Oprescu, Jelle Zuidema

CoRR, 2024

Generating Energy-efficient code with LLMs.

Tom Cappendijk, Pepijn de Reus, Ana Oprescu

CoRR, 2024

An interdisciplinary exploration of trade-offs between energy, privacy and accuracy aspects of data.

Pepijn de Reus, Kyra Dresen, Ana Oprescu, Kristina Irion, Ans Kolk

CoRR, 2024

Exploring the Impact of K-Anonymisation on the Energy Efficiency of Machine Learning Algorithms.

Vit Zemanek, Yixin Hu, Pepijn de Reus, Ana Oprescu, Ivano Malavolta

Proceedings of the 10th International Conference on ICT for Sustainability, 2024

2023

Energy Cost and Machine Learning Accuracy Impact of k-Anonymisation and Synthetic Data Techniques.

Pepijn de Reus, Ana Oprescu, Koen van Elsen

Proceedings of the International Conference on ICT for Sustainability, 2023