Machine learning for risk calculations : a practitioner's view / I. Ruiz and M. Zeron ; foreword by P. Karasinski.

"The computational demand of risk calculations in financial institutions has ballooned. Traditionally, this has led to the acquisition of more and more computer power -- some banks have farms in the order of 50,000 CPUs, with running costs in the multimillions of dollars -- but this path is no...

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Bibliographic Details
Main Authors: Ruiz, Ignacio, 1972- (Author), Laris, Mariano Zeron Medina (Author)
Format: Ebook
Language:English
Published: Chichester, West Sussex ; Hoboken, New Jersey : Wiley, [2022]
Series:Wiley finance series.
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Online Access:Click here to view this book
Description
Summary:"The computational demand of risk calculations in financial institutions has ballooned. Traditionally, this has led to the acquisition of more and more computer power -- some banks have farms in the order of 50,000 CPUs, with running costs in the multimillions of dollars -- but this path is no longer economically or operationally viable. Algorithmic solutions represent a viable way to reduce costs while simultaneously increasing risk calculation capabilities."--
Physical Description:1 online resource (xxvi, 434 pages) : illustrations.
Bibliography:Includes bibliographical references and index.
ISBN:1119791391
9781119791393
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