At the forefront of discovery, where cutting-edge scientific questions are tackled, we often don't have much data. Conversely ...

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

Scientists working in tandem with machine learning have solved a quantum physics question that neither man nor machine had solved alone. This demonstration of human-AI "collaboration" could inspire ...

New spin on speculative decoding works with any model - now built into Transformers We all know that AI is expensive, but a ...

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

Kinds of machine learning. Machine learning can solve non-numeric classification problems (e.g., “predict whether this applicant will default on his loan”) and numeric regression problems (e.g ...

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 ...

Researchers have demonstrated a new technique that allows "self-driving laboratories" to collect at least 10 times more data ...

In recent years, machine learning (ML) algorithms have proved themselves to be remarkably useful in helping people deal with different tasks: data classification and clustering, pattern revealing ...

Modern ML algorithms go beyond computer programming, as they require an understanding of the various possibilities available when solving a problem. Machine learning algorithms can be regarded as ...