45 citations
Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.
- Local Initiatives Support CorporationUS6 papers
- Laboratoire Interdisciplinaire des Sciences du NumériqueFR5 papers
- AIT Austrian Institute of Technology GmbHAT3 papers
- Fraunhofer Institute for Experimental Software EngineeringDE3 papers
- Université Paris-SaclayFR3 papers
- Commissariat à l'Énergie Atomique et aux Énergies AlternativesFR2 papers
- Graz University of TechnologyAT2 papers
- Laboratoire d'Intégration des Systèmes et des TechnologiesFR2 papers
- Siemens (Germany)DE2 papers
- Subsea Technologies (United Kingdom)GB2 papers
- University of HullGB2 papers
- Virtual Vehicle Research GmbH (Austria)AT2 papers
Showing cs.LGShow all
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cs.LG2025
The Environmental Impacts of Language Model Training Keep Rising Now is the Time to Catch Impacts on the Rebound
Clément Morand, Anne-Laure Ligozat, Aurélie Névéol
Recent Machine Learning (ML) approaches have shown increased performance on benchmarks at the cost of escalating compute demands. Hardware, algorithmic and carbon optimizations hav…
cs.LG2024★ 4 cited
How Green Can AI Be? A Study of Trends in Machine Learning Environmental Impacts
Clément Morand, Anne-Laure Ligozat, Aurélie Névéol
The compute requirements associated with training Artificial Intelligence (AI) models have increased exponentially over time. Optimisation strategies aim to reduce the energy consu…