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cs.LG2025★ 1 cited
Federated Distillation on Edge Devices: Efficient Client-Side Filtering for Non-IID Data
Ahmed Mujtaba, Gleb Radchenko, Radu Prodan +1
Federated distillation has emerged as a promising collaborative machine learning approach, offering enhanced privacy protection and reduced communication compared to traditional fe…
cs.LG2024
Edge AI Collaborative Learning: Bayesian Approaches to Uncertainty Estimation
Gleb Radchenko, Victoria Andrea Fill
Recent advancements in edge computing have significantly enhanced the AI capabilities of Internet of Things (IoT) devices. However, these advancements introduce new challenges in k…