Machine learning for risk calculations : a practitioner's view /

"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: Hoboken, New Jersey : Wiley, [2022]
Series:Wiley finance series.
Subjects:
Online Access:Connect to the full text of this electronic 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
Bibliography:Includes bibliographical references and index.
ISBN:9781119791416
1119791413
1119791405
9781119791393
1119791391
9781119791409