Surrogate maximization/minimization algorithms and extensions - Zhang, Zhihua; Kwok, James T.; Yeung, Dit-Yan (Machine learning, 2007)
Keywords: Applied sciences; Artificial intelligence; Computer science; control theory; systems; Exact sciences and technology; Studies; Gradient; Loglinear model; Minimization; Regression analysis; Jensen inequality; Aggregate model; Logistic regression; Surrogate function,Convexity,Logistic regression,AdaBoost; Supervised learning; Regression model; Classification; Quadratic approximation; Regression function; Convexity; Objective function; EM algorithm; Artificial intelligence; Log-linear model; Step function