Generalization Theory

Statistical Learning Theory by Vladimir N. Vapnik [Repost]  eBooks & eLearning

Posted by tanas.olesya at Nov. 25, 2014
Statistical Learning Theory by Vladimir N. Vapnik [Repost]

Statistical Learning Theory by Vladimir N. Vapnik
English | September 30, 1998 | ISBN: 0471030031 | 740 pages | PDF | 26 MB

A comprehensive look at learning and generalization theory. The statistical theory of learning and generalization concerns the problem of choosing desired functions on the basis of empirical data.

Vladimir N. Vapnik - Statistical Learning Theory  eBooks & eLearning

Posted by danrop at June 26, 2007
Vladimir N. Vapnik - Statistical Learning Theory

Vladimir N. Vapnik, "Statistical Learning Theory"
John Wiley & Sons | ISBN : 0471030031 | Year - 1998 | DjVu | 5.8 MB | 732 Pages

A comprehensive look at learning and generalization theory. The statistical theory of learning and generalization concerns the problem of choosing desired functions on the basis of empirical data. Highly applicable to a variety of computer science and robotics fields, this book offers lucid coverage of the theory as a whole. Presenting a method for determining the necessary and sufficient conditions for consistency of learning process, the author covers function estimates from small data pools, applying these estimations to real-life problems, and much more.

Abstract Methods in Information Theory, 2nd Edition  eBooks & eLearning

Posted by nebulae at July 22, 2017
Abstract Methods in Information Theory, 2nd Edition

Yuichiro Kakihara, "Abstract Methods in Information Theory, 2nd Edition"
English | ISBN: 9814759236 | 2016 | 412 pages | PDF | 3 MB

Theory of Gravitational Interactions (repost)  eBooks & eLearning

Posted by roxul at July 7, 2017
Theory of Gravitational Interactions (repost)

Maurizio Gasperini, "Theory of Gravitational Interactions"
English | 2013 | ISBN: 8847026903 | PDF | 350 pages | 4,7 MB
Fractal Zeta Functions and Fractal Drums: Higher-Dimensional Theory of Complex Dimensions (Springer Monographs in Mathematics)

Fractal Zeta Functions and Fractal Drums: Higher-Dimensional Theory of Complex Dimensions (Springer Monographs in Mathematics) by Michel L. Lapidus
English | 4 Jun. 2017 | ISBN: 3319447041 | 700 Pages | PDF | 12.55 MB

This monograph gives a state-of-the-art and accessible treatment of a new general higher-dimensional theory of complex dimensions, valid for arbitrary bounded subsets of Euclidean spaces, as well as for their natural generalization,

"Recent Studies in Perturbation Theory" ed. by Dimo I. Uzunov  eBooks & eLearning

Posted by exLib at June 16, 2017
"Recent Studies in Perturbation Theory" ed. by Dimo I. Uzunov

"Recent Studies in Perturbation Theory" ed. by Dimo I. Uzunov
ITexLi | 2017 | ISBN: 9535132628 953513261X 9789535132615 9789535132622 | 198 pages | PDF | 12 MB

This volume is dedicated to Perturbation Theory and contains chapters written by noted experts and young researchers who present their recent studies of both pure mathematical problems of perturbation theories and application of perturbation methods to the study of the important topic in physics, for example, renormalization group theory and applications to basic models in theoretical physics , the quantum gravity and its detection and measurement, atom-photon interactions, treatment of spectra and radiation characteristics by relativistic perturbation theory, and Green's function theory and some applications.
Fractal Zeta Functions and Fractal Drums: Higher-Dimensional Theory of Complex Dimensions

Fractal Zeta Functions and Fractal Drums: Higher-Dimensional Theory of Complex Dimensions By Michel L. Lapidus, Goran Radunović, Darko Žubrinić
English | PDF | 2017 | 685 Pages | ISBN : 3319447041 | 12.5 MB

This monograph gives a state-of-the-art and accessible treatment of a new general higher-dimensional theory of complex dimensions, valid for arbitrary bounded subsets of Euclidean spaces, as well as for their natural generalization, relative fractal drums.
Simple Lie Algebras over Fields of Positive Characteristic. Volume I. Structure Theory, 2 edition

Simple Lie Algebras over Fields of Positive Characteristic. Volume I. Structure Theory, 2 edition (de Gruyter Expositions in Mathematics) by Helmut Strade
English | 2017 | ISBN: 3110515164 | 548 pages | PDF | 2,5 MB

Stability Theory for Dynamic Equations on Time Scales  eBooks & eLearning

Posted by AvaxGenius at March 25, 2017
Stability Theory for Dynamic Equations on Time Scales

Stability Theory for Dynamic Equations on Time Scales By Anatoly A. Martynyuk
English | EPUB | 2016 | 223 Pages | ISBN : 331942212X | 3.46 MB

This monograph is a first in the world to present three approaches for stability analysis of solutions of dynamic equations. The first approach is based on the application of dynamic integral inequalities and the fundamental matrix of solutions of linear approximation of dynamic equations.

Topological and Bivariant K-Theory  eBooks & eLearning

Posted by Jeembo at March 7, 2017
Topological and Bivariant K-Theory

Topological and Bivariant K-Theory by Joachim Cuntz, Jonathan M. Rosenberg
English | 2007 | ISBN: 3764383984 | 262 Pages | PDF | 3.8 MB

Topological K-theory is one of the most important invariants for noncommutative algebras. Bott periodicity, homotopy invariance, and various long exact sequences distinguish it from algebraic K-theory.