A concise and self-contained introduction to causal inference, increasingly important in data sci...

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...

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

We are delighted to present the proceedings of DAGM 2004, and wish to - press our gratitude to th...

A comprehensive introduction to Support Vector Machines and related kernel methods.

Numerous fascinating breakthroughs in biotechnology have generated large volumes and diverse type...

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...