NVIDIA: Federated XGBoost - Formulation to Implementation
This talk will cover the XGBoost algorithm under a federated learning setting. We will discuss how federated XGBoost can be formulated and implemented. Specifically, what’s the distinction between traditional machine learning algorithms like XGBoost as compared with deep learning methods, and how it can impact the decision when we design and implement them. We will show practical examples under NVFlare.