Sumio Watanabe

Algebraic Geometry and Statistical Learning Theory

• Gebundenes Buch

Produktbeschreibung

Sure to be influential, this book lays the foundations for the use of algebraic geometry in statistical learning theory.

Produktdetails

• Verlag: Cambridge University Press
• Seitenzahl: 298
• Erscheinungstermin: 21. April 2017
• Englisch
• Abmessung: 235mm x 157mm x 22mm
• Gewicht: 639g
• ISBN-13: 9780521864671
• ISBN-10: 0521864674
• Artikelnr.: 26572190

Autorenporträt

Sumio Watanabe is a Professor in the Precision and Intelligence Laboratory at the Tokyo Institute of Technology.

Inhaltsangabe

Preface
1. Introduction
2. Singularity theory
3. Algebraic geometry
4. Zeta functions and singular integral
5. Empirical processes
6. Singular learning theory
7. Singular learning machines
8. Singular information science
Bibliography
Index.