Jie Hu

One Bayesian Network Construction Algorithm Based On Dimensionality Reduction

2016 · Advances in computer science research

Bayesian network is a common probabilistic graphical model. It often can achieve good result in expression of uncertainty for knowledge and regular as well as in data classification. Since Bayesian network construction is a relatively …

Elastic Aggregation for Federated Optimization

2023

Federated learning enables the privacy-preserving training of neural network models using real-world data across distributed clients. FedAvg has become the preferred optimizer for federated learning because of its simplicity and effectiveness. FedAvg uses naïve aggregation …