Sustainability of RecSys & Multi-objective Recommendations
August 02, 2024
October 17, 2024
Is there any trade-off between performance of recommendation algorithms and their carbon footprint?
Goal
- Evaluate the carbon footprint of the main recommendation algorithms in different experimental settings
- Develop recommendation algorithms that automatically find the best trade-off between performance and emissions (i.e., through optimal data reduction or through adaptations of the loss function)