Cheng Qiu

CoffeeBoost: Gradient Boosting Native Conformal Inference for Bayesian Optimization

Bayesian optimization (BO) is a key technique for solving black-box optimization problems. This study extends the scope of BO from conventional applications (e.g., AutoML and robotics learning) to automated tuning of software systems. Despite GP (Gaussian Process) implementing a foundation formalism…