Unraveling the Hidden Environmental Impacts of AI Solutions for
Environment

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Unraveling the Hidden Environmental Impacts of AI Solutions for Environment

22 October 2021

Anne-Laure Ligozat

Aurélie Bugeau

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Papers citing "Unraveling the Hidden Environmental Impacts of AI Solutions for Environment"

11 / 11 papers shown

Title
Efficiency is Not Enough: A Critical Perspective of Environmentally Sustainable AI Dustin Wright Christian Igel Gabrielle Samuel Raghavendra Selvan 83 15 0 05 Sep 2023
Sustainable AI: Environmental Implications, Challenges and Opportunities Carole-Jean Wu Ramya Raghavendra Udit Gupta Bilge Acun Newsha Ardalani ... Maximilian Balandat Joe Spisak R. Jain Michael G. Rabbat K. Hazelwood 119 405 0 30 Oct 2021
Carbon Emissions and Large Neural Network Training David A. Patterson Joseph E. Gonzalez Quoc V. Le Chen Liang Lluís-Miquel Munguía D. Rothchild David R. So Maud Texier J. Dean AI4CE 333 670 0 21 Apr 2021
Green Algorithms: Quantifying the carbon footprint of computation Loïc Lannelongue Jason Grealey Michael Inouye 31 19 0 15 Jul 2020
Carbontracker: Tracking and Predicting the Carbon Footprint of Training Deep Learning Models Lasse F. Wolff Anthony Benjamin Kanding Raghavendra Selvan HAI 59 313 0 06 Jul 2020
Towards the Systematic Reporting of the Energy and Carbon Footprints of Machine Learning Peter Henderson Jie Hu Joshua Romoff Emma Brunskill Dan Jurafsky Joelle Pineau 89 456 0 31 Jan 2020
Quantifying the Carbon Emissions of Machine Learning Alexandre Lacoste A. Luccioni Victor Schmidt Thomas Dandres 94 707 0 21 Oct 2019
Green AI Roy Schwartz Jesse Dodge Noah A. Smith Oren Etzioni 107 1,144 0 22 Jul 2019
Tackling Climate Change with Machine Learning David Rolnick P. Donti L. Kaack K. Kochanski Alexandre Lacoste ... Demis Hassabis John C. Platt F. Creutzig J. Chayes Yoshua Bengio AI4Cl AI4CE 76 804 0 10 Jun 2019
Energy and Policy Considerations for Deep Learning in NLP Emma Strubell Ananya Ganesh Andrew McCallum 69 2,657 0 05 Jun 2019
The role of artificial intelligence in achieving the Sustainable Development Goals Ricardo Vinuesa Hossein Azizpour Iolanda Leite Madeline Balaam Virginia Dignum S. Domisch Anna Felländer S. Langhans Max Tegmark F. F. Nerini 57 1,488 0 30 Apr 2019

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