Kernel Machines Section
: On the Influence of the Kernel on the Consistency of Support Vector Machines.
: A New Approximate Maximal Margin Classification Algorithm.
Marc G. Genton
: Classes of Kernels for Machine Learning: A Statistics Perspective.
: Covering Number Bounds of Certain Regularized Linear Function Classes.
Special Issue on Machine Learning Approaches to Shallow Parsing
: Shallow Parsing with PoS Taggers and Linguistic Features.
: Shallow Parsing using Noisy and Non-Stationary Training Material.