🔬 Research Summary by Dustin Wright, a postdoc at the University of Copenhagen working on sustainable machine learning. [Original paper by Dustin Wright, Christian Igel, Gabrielle Samuel, and Raghavendra … [Read more...] about Efficiency is Not Enough: A Critical Perspective of Environmentally Sustainable AI
Sustainability
Open and Linked Data Model for Carbon Footprint Scenarios
🔬 Research Summary by Boris Ruf, an AI researcher at AXA, focusing on algorithmic fairness and digital sustainability. [Original paper by Boris Ruf and Marcin Detyniecki] Overview: Measuring the carbon … [Read more...] about Open and Linked Data Model for Carbon Footprint Scenarios
LLMCarbon: Modeling the end-to-end Carbon Footprint of Large Language Models
🔬 Research Summary by Ahmad Faiz, Masters in Data Science student at Indiana University Bloomington. [Original paper by Ahmad Faiz, Sotaro Kaneda, Ruhan Wang, Rita Osi, Parteek Sharma, Fan Chen, and Lei … [Read more...] about LLMCarbon: Modeling the end-to-end Carbon Footprint of Large Language Models
Computer vision and sustainability
✍️ Column by Rosalie Waelen, a philosopher and AI ethicist, doing her Ph.D. at the University of Twente in the Netherlands. Overview: When thinking about the ethics of AI, one usually considers AI’s impact on … [Read more...] about Computer vision and sustainability
Towards Environmentally Equitable AI via Geographical Load Balancing
🔬 Research Summary by Pengfei Li and Shaolei Ren Pengfei Li is a Ph.D. candidate in computer science and engineering at the University of California, Riverside. Shaolei Ren is an associate professor in … [Read more...] about Towards Environmentally Equitable AI via Geographical Load Balancing