most citedRethinking Knowledge Distillation in Collaborative Machine Learning: Memory, Knowledge, and Their Interactions

9 citations

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2 papers

cs.DC2025★ 9 cited

Rethinking Knowledge Distillation in Collaborative Machine Learning: Memory, Knowledge, and Their Interactions

Pengchao Han, Xi Huang, Yi Fang +1

Collaborative learning has emerged as a key paradigm in large-scale intelligent systems, enabling distributed agents to cooperatively train their models while addressing their priv…

cs.AI2019

Data Interpretation Support in Rescue Operations: Application for French Firefighters

Samer Chehade, Nada Matta, Jean-Baptiste Pothin +1

This work aims at developing a system that supports French firefighters in data interpretation during rescue operations. An application ontology is proposed based on existing crisi…