Estimating the sustainability of AI models based on theoretical models and experimental data

Data-centric green artificial intelligence: A survey

S Salehi, A Schmeink - IEEE Transactions on Artificial …, 2023 - ieeexplore.ieee.org
With the exponential growth of computational power and the availability of large-scale
datasets in recent years, remarkable advancements have been made in the field of artificial …
被引用次数：32 相关文章 所有 3 个版本

Is Active Learning Green? An Empirical Study

S Salehi, A Schmeink - 2023 IEEE International Conference on …, 2023 - ieeexplore.ieee.org
Active learning (AL) is a machine learning (ML) approach that entails carefully choosing the
most informative samples for annotation during training, aiming to minimize annotation …
被引用次数：1 相关文章 所有 2 个版本