The book provides an overview of recent developments in large margin classifiers, examines connections with other methods (e.g., Bayesian inference), and identi

The annual Neural Information Processing Systems (NIPS) conference is the flagship meeting on neural computation and machine learning. This volume contains the

A young girl hears the story of her great-great-great-great- grandfather and his brother who came to the United States to make a better life for themselves help

This proceedings volume is a collection of peer reviewed papers presented at the 8th International Conference on Soft Methods in Probability and Statistics (SMP

A comprehensive introduction to Support Vector Machines and related kernel methods. In the 1990s, a new type of learning algorithm was developed, based on resul