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Evolving Landscape of Machine Learning Relative to the FICO® Score

How does progress in artificial intelligence stack up to the FICO credit score model?

Using Augmented Intelligence and Machine Learning in Credit Scoring

Blending artificial intelligence, machine learning and domain expertise in the design of credit scores - a video discussion with Agus Sudjianto

Are Student Loan Holders at Risk as Deferments Expire?

Factors driving credit score decreases observed among student loan holders involved behaviors such as delinquency on credit products including bankcards, auto loans, and mortgages

Simulated FICO Score Impacts from Balance Aggregation due to Mortgage Forbearance

Research shows balance aggregation results in modest impact to FICO® Scores

Simulated FICO Score Impacts due to Mortgage Forbearance

Analysis identified modest impacts to FICO Scores from forbearance-related potential increases in mortgage balance.

This Crisis Shows We Need a More Decentralized Banking Market

During the COVID-19 pandemic, we can see that having fewer community banks hurts consumers in critical moments.

Dr. Strangelove or: How Fintechs Will Learn to Stop Worrying and Love Regulation

Over the next decade, the guiding ethos of fintech will evolve beyond 'move fast and break things'.

Solving the “Black Hole Problem” with First-Party Fraud

A conversation with Aite Group's Julie Conroy and Neuro-ID's Jack Alton.

Truncation Bias in Score Validations: When Rejected Applications Strike Back

The set-up of a score validation can greatly influence model performance results — and sometimes inflate them

FICO Score Research: Explainable AI for Credit Scoring

FICO Scores R&D has empirically investigated potential benefits and risks associated with using some of the latest AI and machine learning approaches for credit scoring.

The Future of Customer Acquisition in Financial Services

Financial services providers are under increasing pressure to acquire and retain profitable customers. FICO subject matter experts discuss strategies, tools, and KPIs for success in this lively exchange.

Explainable AI and the FICO Score

My presentation on “Transparency by Design: An Explainable AI Approach to Credit Risk Scoring” discusses our application of recent machine learning technologies to challenge the US FICO® Score.

FICO Scores, Artificial Intelligence and Machine Learning

How are advances in artificial intelligence and machine learning changing credit risk assessment? That’s a topic I’ll be exploring in three presentations at FICO World 2018.

Banking Innovation: Why 2018 is the Year it Puts on its Overalls

How New Risk Analytics Stress-Test Individual Consumers

Want to know which consumers will more likely default when they encounter an unpredicted financial stress situation in the future? Traditional risk scores won’t give you the full picture.

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