This book celebrates the work of Vladimir Vapnik, developer of the support vector machine, whi...

The book provides an overview of recent developments in large margin classifiers, examines ...

This volume covers key topics in modeling and analysis of massive data sets generated from hig...

Papers from the 2006 flagship meeting on neural computation, with contributions from physic...

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...

Papers from a flagship conference reflect the latest developments in the field, including work in...

State-of-the-art research on the perception of dynamic faces, a topic of importance to brain, cog...

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