Addressing Sustainable ML Life-cycles through Human-Centered Design - Archive ouverte HAL
Communication Dans Un Congrès Année : 2023

Addressing Sustainable ML Life-cycles through Human-Centered Design

Eya Ben chaaben
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  • PersonId : 1428687
Janin Koch

Résumé

Sustainability is a subject that has gained growing importance in the disciplines of human-computer interface (HCI) and machine learning (ML). While previous work has often focused on the end-user of a system or the system itself, we would like to emphasize the developer's role in making more sustainable decisions across the entire ML life-cycle. We outline selected articles briefly before moving on to discuss relevant aspects that developers should consider at each stage to make more sustainable decisions. With this paper we hope to contribute to a broader discussion on building and developing a more sustainable future.
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Dates et versions

hal-04740051 , version 1 (16-10-2024)

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  • HAL Id : hal-04740051 , version 1

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Eya Ben chaaben, Janin Koch. Addressing Sustainable ML Life-cycles through Human-Centered Design. SIGCHI 2023 - Conference on Human Factors in Computing Systems, Apr 2023, Hamburg, Germany. ⟨hal-04740051⟩
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