Automation, Big Data and Black Box AI - Artificial Intelligence Zone

Machine unlearning: Researchers make AI models ‘forget’ data

AI News

DECEMBER 10, 2024

While some existing methods already cater to this need, they tend to assume a white-box approach where users have access to a models internal architecture and parameters. Black-box AI systems, more common due to commercial and ethical restrictions, conceal their inner mechanisms, rendering traditional forgetting techniques impractical.

AI Modeling

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What is Model Risk and Why Does it Matter?

DataRobot Blog

APRIL 29, 2022

With the big data revolution of recent years, predictive models are being rapidly integrated into more and more business processes. The stakes in managing model risk are at an all-time high, but luckily automated machine learning provides an effective way to reduce these risks. More on this topic. Download now.

Black Box AI

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Artificial Intelligence Zone

Machine unlearning: Researchers make AI models ‘forget’ data

What is Model Risk and Why Does it Matter?

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