Dr. James McCaffrey presents a complete end-to-end demonstration of the kernel ridge regression technique to predict a single numeric value. The demo uses stochastic gradient descent, one of two ...

Machine learning is an integral part of high-stakes decision-making in a broad swath of human-computer interactions. You ...

The era of predictive modeling enhanced with machine learning and artificial intelligence (AI) to aid clinical ...

The strategic advantage of QML continues to expand its presence in industries that deal with complex, high-dimensional data.

Magnetic materials are in high demand. They're essential to the energy storage innovations on which electrification depends ...

In the current era of big data, the volume of information continues to grow at an unprecedented rate, giving rise to the crucial need for efficient ...

Just as people from different countries speak different languages, AI models also create various internal "languages"—a ...

Instance selection plays a pivotal role in enhancing machine learning by identifying and retaining those data instances that are most informative for the learning process, while discarding ...