Pedram Bakhtiarifard — accepted AI-conference papers

2026

Position: Neglecting the Sustainability of AI is Fuelling a Global AI Arms Race

Pedram Bakhtiarifard, Pınar Tözün, Christian Igel, Raghavendra Selvan

ICML 2026poster

Sustainability encompasses three key facets: economic, environmental, and social. However, the nascent discourse that is emerging on sustainable artificial intelligence (AI) has predominantly focused on the environmental sustainability of AI, often neglecting the economic and social aspects. Achievi…

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2024

EC-NAS: Energy Consumption Aware Tabular Benchmarks for Neural Architecture Search

Pedram Bakhtiarifard, Christian Igel, Raghavendra Selvan

ICASSP 2024accepted

Energy consumption from the selection, training, and deployment of deep learning models has seen a significant uptick recently. This work aims to facilitate the design of energy-efficient deep learning models that require less computational resources and prioritize environmental sustainability by fo…

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