4 citations
- Laboratoire Interdisciplinaire des Sciences du NumériqueFR5 papers
- Anstalt für Verbrennungskraftmaschinen List (Austria)AT2 papers
- Local Initiatives Support CorporationUS2 papers
- École Nationale Supérieure d’Informatique pour l’Industrie et l’EntrepriseFR1 paper
- Laban/Bartenieff Institute of Movement StudiesUS1 paper
- Laboratoire d'Informatique Médicale et d'Ingénierie des Connaissances en e-Santé1 paper
- Laboratoire Informatique d'AvignonFR1 paper
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cs.LG2025
The Environmental Impacts of Machine Learning Training Keep Rising Evidencing Rebound Effect
Clément Morand, Anne-Laure Ligozat, Aurélie Névéol
Recent Machine Learning (ML) approaches have shown increased performance on benchmarks but at the cost of escalating computational demands. Hardware, algorithmic and carbon optimiz…
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…