Many aspects of modern applied research rely on a crucial algorithm ... does not work well. But before this research, there was no comprehensive understanding of exactly what makes gradient descent ...

Many aspects of modern applied research rely on a crucial algorithm ... area of computer science known as computational complexity theory helped to answer. “A lot of the work in gradient descent ...

Computer algorithms are used to make decisions in a range of settings, from courtrooms to schools to online shopping sites. The programs sort through huge amounts of data in search of useful ...

The year brought many other advances in computer science. Researchers made ... a classical algorithm does roughly as well as a quantum one that includes errors. But there is hope: Work in August ...

This algorithm computes the maximum traffic flow with minimum transport costs for any type of network. It thus solves a key question in theoretical computer science ... work by Kyng's team ...

People may be biased, even without realizing it, but computer ... only does that keep them healthier in the long run, it keeps costs down for the healthcare system. These kinds of algorithms ...