Publications

Carbon footprint of selecting and training deep learning models for medical image analysis

Published in In the proceedings of International Conference on Medical Image Computing and Computer-Assisted Intervention -- MICCAI 2022, 2022

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[Paper]

Recommended citation: Raghavendra Selvan, Nikhil Bhagwat, L Anthony, Benjamin Kanding, Erik Dam, "Carbon footprint of selecting and training deep learning models for medical image analysis." In the proceedings of International Conference on Medical Image Computing and Computer-Assisted Intervention -- MICCAI 2022, 2022.

Carbontracker: Tracking and Predicting the Carbon Footprint of Training Deep Learning Models

Published in In the proceedings of ICML Workshop on Challenges in Deploying and monitoring Machine Learning Systems, 2020

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[Paper] [Code]

Recommended citation: Lasse Anthony, Benjamin Kanding, Raghavendra Selvan, "Carbontracker: Tracking and Predicting the Carbon Footprint of Training Deep Learning Models." In the proceedings of ICML Workshop on Challenges in Deploying and monitoring Machine Learning Systems, 2020.