SYSTEMS AND PROCESSES FOR BIAS REMOVAL IN A PREDICTIVE PERFORMANCE MODEL

Patent №

US 11,429,859

Granted

2022-08-30

Filed 2020

Owner

CANGRADE, INC.

Lab

AI components

7

ml · nlp · vision · kr · planning · evo · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

16749954

A hardware processor can generate an artificial intelligence neural network that is predictive of performance. The hardware processor can process the artificial intelligence neural network to determining whether a validity value for the artificial intelligence neural network meets a validity threshold. A predictive bias can be computed for the artificial neural network based on non-factored inputs. Nodes of the artificial neural network can be scored to compute an effect on the predictive bias. Another artificial intelligence neural network predictive of performance can be generated excluding a combination of parameters associated with a highest scored node of the artificial intelligence neural network.

AI classification

Machine learning1.00
Planning1.00
AI hardware1.00
Knowledge representation1.00
Evolutionary computation0.99
Natural language0.80
Vision0.57
Speech0.02

Ownership

CANGRADE, INC.

assignment · 603490707

Assignors

LEHR, STEVEN, GOREN, GERSHON, EPSTEIN, LIANA

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

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