Towards Green AI with tensor networks -- Sustainability and innovation enabled by efficient algorithms. (arXiv:2205.12961v1 [cs.LG])

The current standard to compare the performance of AI algorithms is mainly
based on one criterion: the model's accuracy. In this context, algorithms with
a higher accuracy (or similar measures) are considered as better. To achieve
new state-of-the-art results, algorithmic development is accompanied by an
exponentially increasing amount of compute. While this has enabled AI research
to achieve remarkable results, AI progress comes at a cost: it is
unsustainable. In this paper, we present a promising tool for sustainable and …

ai algorithms arxiv green ai innovation networks sustainability tensor