Search Results for author: Gabrielle Samuel

Found 2 papers, 1 papers with code

Equity through Access: A Case for Small-scale Deep Learning

1 code implementation19 Mar 2024 Raghavendra Selvan, Bob Pepin, Christian Igel, Gabrielle Samuel, Erik B Dam

The recent advances in deep learning (DL) have been accelerated by access to large-scale data and compute.

Efficiency is Not Enough: A Critical Perspective of Environmentally Sustainable AI

no code implementations5 Sep 2023 Dustin Wright, Christian Igel, Gabrielle Samuel, Raghavendra Selvan

The solution lionized by both industry and the ML community to improve the environmental sustainability of ML is to increase the efficiency with which ML systems operate in terms of both compute and energy consumption.

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