Practical Anonymous Two-Party Gradient Boosting Decision Tree

Chenyu Huang, Fan Zhang, Minxin Du +6

Structured data is well handled by gradient-boosted decision trees (GBDT), which are usually trained on vertically partitioned features across mutually distrustful parties. High sp…