This volume contains papers presented at the joint 16th Annual Conference on Learning Theory (COL...

This book honours the outstanding contributions of Vladimir Vapnik, a rare example of a scientist...

Learning.- Predictive Discretization During Model Selection.- Adaptive Feature Selection in Image...

A comprehensive introduction to Support Vector Machines and related kernel methods.In the 1990s, ...

State-of-the-art algorithms and theory in a novel domain of machine learning, prediction when the...

This book honours the outstanding contributions of Vladimir Vapnik, a rare example of a scientist...

Now in its second edition, this handbook collects authoritative contributions on modern methods a...