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.
Fractal Zeta Functions and Fractal Drums: Higher-Dimensional Theory of Complex Dimensions

Michel L. Lapidus, Goran Radunović, Darko Žubrinić, "Fractal Zeta Functions and Fractal Drums: Higher-Dimensional Theory of Complex Dimensions"
English | EPUB | 2017 | 685 Pages | ISBN : 3319447041 | 10 MB

Handbook of Categorical Algebra, Volume 3: Sheaf Theory (repost)  eBooks & eLearning

Posted by arundhati at Dec. 23, 2017
Handbook of Categorical Algebra, Volume 3: Sheaf Theory (repost)

Francis Borceux, "Handbook of Categorical Algebra, Volume 3: Sheaf Theory"
1995 | ISBN: 0521441803 | 540 pages | PDF | 18 MB
Theory of Affine Projection Algorithms for Adaptive Filtering (Mathematics for Industry)

Theory of Affine Projection Algorithms for Adaptive Filtering (Mathematics for Industry) by Kazuhiko Ozeki
English | 31 Aug. 2015 | ISBN: 4431557377 | 236 Pages | EPUB | 4.11 MB

This book focuses on theoretical aspects of the affine projection algorithm (APA) for adaptive filtering. The APA is a natural generalization of the classical, normalized least-mean-squares (NLMS) algorithm.

BATS Codes: Theory and Practice  eBooks & eLearning

Posted by Underaglassmoon at Oct. 29, 2017
BATS Codes: Theory and Practice

BATS Codes: Theory and Practice
Morgan & Claypool | English | Sep 2017 | ISBN-10: 1627055975 | 228 pages | PDF | 2.33 mb

by Shenghao Yang (Author), Raymond W. Yeung (Author), R. Srikant (Editor)

Introduction to Random Matrices: Theory and Practice  eBooks & eLearning

Posted by AvaxGenius at Jan. 16, 2018
Introduction to Random Matrices: Theory and Practice

Introduction to Random Matrices: Theory and Practice By Giacomo Livan
English | PDF | 2018 | 122 Pages | ISBN : 331970883X | 2.3 MB

Modern developments of Random Matrix Theory as well as pedagogical approaches to the standard core of the discipline are surprisingly hard to find in a well-organized, readable and user-friendly fashion. This slim and agile book, written in a pedagogical and hands-on style, without sacrificing formal rigor fills this gap. It brings Ph.D. students in Physics, as well as more senior practitioners, through the standard tools and results on random matrices, with an eye on most recent developments that are not usually covered in introductory texts.

Counseling the Culturally Diverse: Theory and Practice, 7th Edition  eBooks & eLearning

Posted by ksveta6 at Jan. 16, 2018
Counseling the Culturally Diverse: Theory and Practice, 7th Edition

Counseling the Culturally Diverse: Theory and Practice, 7th Edition by Derald Wing Sue,‎ David Sue
2016 | ISBN: 111908430X | English | 832 pages | EPUB | 2 MB
From Political Theory to Political Theology: Religious Challenges and the Prospects of Democracy (Repost)

From Political Theory to Political Theology: Religious Challenges and the Prospects of Democracy by Péter Losonczi,‎ Aakash Singh
Language: English | 2010 | ISBN: 1441117202 | 232 pages | PDF | 1,01 MB

During the last two decades we have witnessed what José Casanova has characterised as "religion going public". This has not been a trend exclusive to traditionally religious nations.

Explorations of Phase Theory: Interpretation at the Interfaces  eBooks & eLearning

Posted by step778 at Jan. 16, 2018
Explorations of Phase Theory: Interpretation at the Interfaces

Grohmann, Kleanthes K., Kleanthes K. Grohmann, "Explorations of Phase Theory: Interpretation at the Interfaces"
2009 | pages: 289 | ISBN: 3110205211 | PDF | 2,1 mb