Tail Risk Explained: Managing Rare Events Leading to Portfolio Losses

Discover how tail risk impacts portfolios, why rare financial events matter, and strategies for safeguarding investments against significant, unexpected losses.
IEEE

GraphFed: A Personalized Subgraph Federated Learning Framework for Non-IID Graphs

Abstract: Recently, federated graph learning has attracted significant attention, as subgraphs of a global graph may often distribute across different institutions and are subject to privacy ...
IEEE

Personalized Federated Graph Learning on Non-IID Electronic Health Records

Abstract: Understanding the latent disease patterns embedded in electronic health records (EHRs) is crucial for making precise and proactive healthcare decisions. Federated graph learning-based ...