Keyword: Federated learning - Blacklight Search Results

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Open Access

Author:: Deng, Yuyang
Title:: Collaborative Learning From Heterogeneous Sources with Provable Guarantees
Graduate Program:: Computer Science and Engineering
Keywords:: Federated learning
Collaborative learning
optimization
File:: Download Thesis__Collaborative_Learning__2_.pdf
Committee Members:: Chitaranjan Das, Program Head/Chair
Rui Zhang, Major Field Member
Necdet Aybat, Outside Unit & Field Member
Mehrdad Mahdavi, Chair & Dissertation Advisor
Jing Yang, Major Field Member

Open Access

Author:: Wang, Jiaqi
Title:: Heterogenous Federated Learning: from Algorithms to Applications
Graduate Program:: Informatics
Keywords:: Federated learning
Data Heterogeneity
Model Heterogeneity
IoT
Medical Foundation Model
File:: Download Jiaqi_s_Dissertation.pdf
Committee Members:: Dongwon Lee, Professor in Charge/Director of Graduate Studies
Fenglong Ma, Chair & Dissertation Advisor
Jinghui Chen, Major Field Member
Lu Lin, Major Field Member
Sencun Zhu, Outside Unit & Field Member

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