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.

Generalized Inverses: Theory and Computations  eBooks & eLearning

Posted by AvaxGenius at May 12, 2018
Generalized Inverses: Theory and Computations

Generalized Inverses: Theory and Computations By Guorong Wang
English | PDF,EPUB | 2018 | 390 pages | ISBN : 981130145X | 11.62 MB

This book begins with the fundamentals of the generalized inverses, then moves to more advanced topics.
It presents a theoretical study of the generalization of Cramer's rule, determinant representations of the generalized inverses, reverse order law of the generalized inverses of a matrix product, structures of the generalized inverses of structured matrices, parallel computation of the generalized inverses, perturbation analysis of the generalized inverses, an algorithmic study of the computational methods for the full-rank factorization of a generalized inverse, generalized singular value decomposition, imbedding method, finite method, generalized inverses of polynomial matrices, and generalized inverses of linear operators. This book is intended for researchers, postdocs, and graduate students in the area of the generalized inverses with an undergraduate-level understanding of linear algebra.

Quantum Information Theory of Molecular States  eBooks & eLearning

Posted by readerXXI at May 11, 2018
Quantum Information Theory of Molecular States

Quantum Information Theory of Molecular States
by Roman F. Nalewajski
English | 2016 | ISBN: 1634852222 | 399 Pages | PDF | 8.4 MB

Mathematical Theory of Bayesian Statistics  eBooks & eLearning

Posted by arundhati at May 10, 2018
Mathematical Theory of Bayesian Statistics

Sumio Watanabe, "Mathematical Theory of Bayesian Statistics"
2018 | ISBN-10: 1482238063 | 330 pages | PDF | 6 MB

Representation Theory of the Virasoro Algebra (Repost)  eBooks & eLearning

Posted by AvaxGenius at April 30, 2018
Representation Theory of the Virasoro Algebra (Repost)

Representation Theory of the Virasoro Algebra By Kenji Iohara
English | True PDF | 2011 | 482 Pages | ISBN : 0857291599 | 4.68 MB

The Virasoro algebra is an infinite dimensional Lie algebra that plays an increasingly important role in mathematics and theoretical physics. This book describes some fundamental facts about the representation theory of the Virasoro algebra in a self-contained manner. Topics include the structure of Verma modules and Fock modules, the classification of (unitarizable) Harish-Chandra modules, tilting equivalence, and the rational vertex operator algebras associated to the so-called minimal series representations.
A Study in Derived Algebraic Geometry: Volume 2: Deformations, Lie Theory and Formal Geometry

A Study in Derived Algebraic Geometry: Volume 2: Deformations, Lie Theory and Formal Geometry (Mathematical Surveys and Monographs) by Dennis Gaitsgory
English | 30 July 2017 | ISBN: 1470435705 | 463 Pages | PDF | 2.15 MB

Diplomatic Theory: A Focused Comparison Approach  eBooks & eLearning

Posted by arundhati at March 17, 2018
Diplomatic Theory: A Focused Comparison Approach

Barry H. Steiner, "Diplomatic Theory: A Focused Comparison Approach"
2018 | ISBN-10: 1442239069 | 272 pages | PDF | 2 MB

Theory of Gravitational Interactions, Second Edition  eBooks & eLearning

Posted by nebulae at Feb. 20, 2018
Theory of Gravitational Interactions, Second Edition

Gasperini, Maurizio, "Theory of Gravitational Interactions, Second Edition"
English | 2017 | ISBN-10: 3319496816 | 373 pages | EPUB | 5 MB
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