The digital age has ushered in a new era of data collection, with companies amassing vast quantities of personal and sensitive information. For years, this data was gathered and stored without much ...

Machine unlearning (MU) is a concept that is likely more interesting to lawyers than to data scientists, as the latter typically focus on collecting, maintaining, and mining as much data as ...

Companies of all kinds use machine learning to analyze people’s desires, dislikes, or faces. Some researchers are now asking a different question: How can we make machines forget? A nascent area of ...

Have you ever tried to intentionally forget something you had already learned? You can imagine how difficult it would be. As it turns out, it's also difficult for machine learning (ML) models to ...

New research shows models can be directly edited to hide selected voices, even when users specifically ask for them. A technique known as “machine unlearning” could teach AI models to forget specific ...

Machine learning systems are everywhere. Computer software in these machines predict the weather, forecast earthquakes, provide recommendations based on the books and movies we like and, even, apply ...

Just because we ‘can’, does not mean, we ‘should’. That is, often, so handy an advice in the world of politics and technology. But the opposite can also be so useful. Just because we ‘should’, we ...

With machine learning-based chatbots comes the ever-present worry of inaccuracies and unreliable information. As such, a new type of discipline within the realm of AI is being introduced: machine ...

Today, businesses rely on predictive models for a multitude of reasons. At the very least, they enable novel insights that can streamline internal processes; at the most, they are essential drivers of ...

Companies of all kinds use machine learning to analyze people’s desires, dislikes, or faces. Some researchers are now asking a different question: How can we make machines forget? A nascent area of ...