Barrier Boosting

Soft Margins for AdaBoost

Machine Learning

Boosting Methods for Regression

Machine Learning

Sparse Regression Ensembles in Infinite and Finite Hypothesis Spaces

Machine Learning

Constructing Boosting Algorithms from SVMs: An Application to One-Class Classification

IEEE Transactions on Pattern Analysis and Machine Intelligence

Improving nonparametric regression methods by bagging and boosting

Computational Statistics & Data Analysis - Nonlinear methods and data mining

An introduction to boosting and leveraging

Advanced lectures on machine learning

A Monte Carlo analysis of ensemble classification

ICML '04 Proceedings of the twenty-first international conference on Machine learning

A new boosting algorithm for improved time-series forecasting with recurrent neural networks

Information Fusion

Monte Carlo theory as an explanation of bagging and boosting

IJCAI'03 Proceedings of the 18th international joint conference on Artificial intelligence

Boosting and instability for regression trees

Computational Statistics & Data Analysis

A comparison of model aggregation methods for regression

ICANN/ICONIP'03 Proceedings of the 2003 joint international conference on Artificial neural networks and neural information processing