SYSTEMS AND METHODS FOR COMPUTING SYSTEMATIC RISK FACTOR EXPOSURES OF INVESTMENT FUNDS

Patent №

US 11,645,717

Granted

2023-05-09

Filed 2020

Owner

JPMORGAN CHASE BANK, N.A.

Lab

AI components

2

kr · planning

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

16848937

Embodiments disclosed herein provide for systems and methods of calculating the coefficients and creating a linear multivariate model of price returns for a given target portfolio by using the factor characteristic data of the fund's constituents at a particular point in time. The systems and methods provide for creating quantile matrices based on the target portfolio and a plurality of synthetic factor portfolios, and computing weights on each synthetic factor portfolio such that the sum of squared differences between each cell in the profile matrix of the fund and the factor portfolios is minimized.

AI classification

Planning1.00
Knowledge representation0.94
Evolutionary computation0.03
Machine learning0.02
Vision0.01
AI hardware0.00
Speech0.00
Natural language0.00

Ownership

JPMORGAN CHASE BANK, N.A.

assignment · 524060975

Assignors

SKURATOVSKY, ILYA, KISHELEV, MICHAEL, STAINES, JOE, POOLE, ANDREW R.

On an employer assignment, the assignors are typically the inventors.

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