Soft Gradient Boosting with Learnable Feature Transforms for Sequential Regression

Huseyin Karaca, Suleyman Serdar Kozat

We propose a soft gradient boosting framework for sequential regression that embeds a learnable linear feature transform within the boosting procedure. At each boosting iteration,…