MaxCut is a key NP-hard combinatorial optimization problem. Quantum computing offers methods to solve such problems potentially better than classical counterparts, with the Quantum Approximate ...

Just as there’s no single best way to organize your bookshelf, there’s no one-size-fits-all solution to storing information. Consider the simple situation where you create a new digital file. Your ...

Usage examples are provided in the HPCsharpExamples directory, which has a VisualStudio 2022 solution. Build and run it to see performance gains on your computer or a cloud node. To get the maximum ...

cuVS contains state-of-the-art implementations of several algorithms for running approximate nearest neighbors and clustering on the GPU. It can be used directly or through the various databases and ...

Optimizations in programming have mostly been associated with more efficient data structures or algorithms. Any optimization that uses hardware resources explicitly is generally considered premature, ...

Dr. James McCaffrey from Microsoft Research presents a full-code, step-by-step tutorial on using the LightGBM tree-based system to perform binary classification (predicting a discrete variable that ...

Machine learning and deep learning have been widely embraced, and even more widely misunderstood. In this article, I’ll step back and explain both machine learning and deep learning in basic terms, ...

One student’s desire to get out of a final exam led to the ubiquitous algorithm that shrinks data without sacrificing information. With more than 9 billion gigabytes of information traveling the ...

In January 2020, Robert Williams was at work in an auto shop in the US city of Detroit when he received a surreal and disturbing phone call. Robert Williams was wrongly arrested because of flawed ...

Three weeks ago, panic swept across some corners of the security world after researchers discovered a breakthrough that, at long last, put the cracking of the widely used RSA encryption scheme within ...