126 citations · 416 across the 20 of their papers we have counts for
4 papers · 1 filter
Roadmap for Edge AI: A Dagstuhl Perspective
Aaron Yi Ding, Ella Peltonen, Tobias Meuser +16
Based on the collective input of Dagstuhl Seminar (21342), this paper presents a comprehensive discussion on AI methods and capabilities in the context of edge computing, referred…
Design Considerations for Data Daemons: Co-creating Design Futures to Explore Ethical Personal Data Management
Wiebke Toussaint, Alejandra Gomez Ortega, Jered Vroon +6
Mobile applications and online service providers track our virtual and physical behaviour more actively and with a broader scope than ever before. This has given rise to growing co…
SVEva Fair: A Framework for Evaluating Fairness in Speaker Verification
Wiebke Toussaint, Aaron Yi Ding
Despite the success of deep neural networks (DNNs) in enabling on-device voice assistants, increasing evidence of bias and discrimination in machine learning is raising the urgency…
Revisiting the Arguments for Edge Computing Research
Blesson Varghese, Eyal de Lara, Aaron Ding +8
This article argues that low latency, high bandwidth, device proliferation, sustainable digital infrastructure, and data privacy and sovereignty continue to motivate the need for e…