Boosting

• Gradient Boosting

Lectures

• AdaBoost

• A Short Introduction to Boosting

• Stochastic Gradient Boosting

• RUSBoost: A Hybrid Approach to Alleviating Class Imbalance

Modules

• xgboost

• lightgbm

• catboost

Factorization Machines Machine learning - extensions