Posted by **tanas.olesya** at Nov. 25, 2014

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.

Posted by **danrop** at June 26, 2007

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.

Posted by **AvaxGenius** at May 12, 2018

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.

Posted by **readerXXI** at May 11, 2018

English | 2016 | ISBN: 1634852222 | 399 Pages | PDF | 8.4 MB

Posted by **arundhati** at May 10, 2018

2018 | ISBN-10: 1482238063 | 330 pages | PDF | 6 MB

Posted by **AvaxGenius** at April 30, 2018

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.

Posted by **hill0** at March 25, 2018

English | 30 July 2017 | ISBN: 1470435705 | 463 Pages | PDF | 2.15 MB

Posted by **arundhati** at March 17, 2018

2018 | ISBN-10: 1442239069 | 272 pages | PDF | 2 MB

Posted by **nebulae** at Feb. 20, 2018

English | 2017 | ISBN-10: 3319496816 | 373 pages | EPUB | 5 MB

Posted by **roxul** at Dec. 24, 2017

English | EPUB | 2017 | 685 Pages | ISBN : 3319447041 | 10 MB