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 ...

Large language models can be trained to write code, predict the ending of a sentence, summarize complex concepts and even solve math problems. But have they been taught how to forget? For now, it ...

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 ...

Artificial intelligence (AI) models rely on massive training datasets to develop, find, and record patterns in information. As these technologies continue to find their place, the issue of forcing a ...

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 ...

In a groundbreaking advancement for privacy and utility in recommendation systems, researchers have developed a novel method for unlearning in Large Language Models (LLMs) used for recommendations.

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 ...

With the Union Government announcing the much-awaited Digital Personal Data Protection (DPDP) Rules, the onus now falls on AI-led companies, in general, and foundational models (large language models) ...