Green Machine Learning

Majed Alateeq
3 min readFeb 27, 2023
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Source: [https://sp-ao.shortpixel.ai/client/to_webp,q_glossy,ret_img,w_1000/https://www.analyticsinsight.net/wp-content/uploads/2020/10/Artificial-Intelligence-1.jpg]

With the increasing computing effort in Machine Learning especially when we know that training cost of intelligent models doubles every few months, there is an urgent need for what is called Green ML [1]. Green Machine Learning deals with the assessment of the design practices of Machine Learning architectures by involving computing overhead, interpretability, robustness and identifying trade-offs between these problems. This topic is going to be a…

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Majed Alateeq

PhD Candidate @ University of Alberta - Computer Engineering - Machine Learning -- [ https://mjdateeq.github.io/ ]