1. Why is Developing Machine Learning Applications Challenging? A Study on Stack Overflow Posts
2. Lasse F. Wolff Anthony , Benjamin Kanding , and Raghavendra Selvan . 2020 . Carbontracker: Tracking and Predicting the Carbon Footprint of Training Deep Learning Models. arxiv:2007.03051 [cs.CY] Lasse F. Wolff Anthony, Benjamin Kanding, and Raghavendra Selvan. 2020. Carbontracker: Tracking and Predicting the Carbon Footprint of Training Deep Learning Models. arxiv:2007.03051 [cs.CY]
3. What do Developers Know About Machine Learning: A Study of ML Discussions on StackOverflow
4. On the Dangers of Stochastic Parrots
5. S. A. Budennyy , V. D. Lazarev , N. N. Zakharenko , A. N. Korovin , O. A. Plosskaya , D. V. Dimitrov , V. S. Akhripkin , I. V. Pavlov , I. V. Oseledets , I. S. Barsola , I. V. Egorov , A. A. Kosterina , and L. E. Zhukov . 2022. eco2AI: Carbon Emissions Tracking of Machine Learning Models as the First Step Towards Sustainable AI. Doklady Mathematics 106, 1 (01 Dec 2022 ), S118–S128. https://doi.org/10.1134/S1064562422060230 10.1134/S1064562422060230 S. A. Budennyy, V. D. Lazarev, N. N. Zakharenko, A. N. Korovin, O. A. Plosskaya, D. V. Dimitrov, V. S. Akhripkin, I. V. Pavlov, I. V. Oseledets, I. S. Barsola, I. V. Egorov, A. A. Kosterina, and L. E. Zhukov. 2022. eco2AI: Carbon Emissions Tracking of Machine Learning Models as the First Step Towards Sustainable AI. Doklady Mathematics 106, 1 (01 Dec 2022), S118–S128. https://doi.org/10.1134/S1064562422060230