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Interpretable Algorithms as a Potential Solution to CFPB s Guidance on AI-driven Credit Denials | Goodwin

In September 2023, the Consumer Financial Protection Bureau (CFPB) issued guidance on the use of artificial intelligence in issuing credit denials, a prevalent practice among.

Rohit chopraConsumer financial protection bureauEqual credit opportunity actLocal interpretable model agnostic explanationsShapley additive

Artificial Intelligence Model Predicts HCV Patients At Risk of Treatment Failure

The XGBoost machine learning model outperformed other AI and logistic regression models for predicting DAA failure, with an AUROC of 1.000 in the training dataset and 0.803 in the validation dataset.

National sun yat sen universityKao hsiungCoalition for global hepatitis elimination mingWorld health organizationGlobal hepatitis eliminationTaiwan associationExtreme gradient boostingShapley additiveHepatitisc virusDirect acting antiviralsSustained virological responseArtificial intelligenceMachine learning

Australia s skilled migration policy changed how and where migrants settle

The shift from family migration towards skilled migrants changed settlement patterns in the first two decades of this century. But these skilled migrants still get paid less than non-migrants.

New south walesNorthern territorySouth australiaWestern australiaShapley additiveEthnic diversityImmigration policyMulticultural australiaSkilled migrationSkilled migrantsUrban diversity

Australia s Skilled Migration Policy Changed How And Where Migrants Settle

Australia s Skilled Migration Policy Changed How And Where Migrants Settle
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South australiaNew south walesNorthern territoryAustralian bureau of statisticsWestern australiaAustralian bureauShapley additive

Unnatural bias: when AI is over-assumptive

With all the advances of AI come all the risks of data over-assumptions. What can insurers do about this, asks Atreyee Bhattacharyya?

Shapley additiveGeneral featuresData science

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