The increased focus on heuristics for the approximate solution of integer programs has led to more sophisticated analysis methods for studying their performance. This paper is concerned with the worst ...

However, algorithms are not a perfect answer. There are biases behind the data, and the construction of models is based on ...

The silicon-based algorithms that accelerate the next generation of AI happening now are powerful. But what is the strategy for quality assurance of this technology?

Algorithm design strategies such as divide and conquer. Elementary techniques for analysis; asymptotic analysis, recursion equations, estimation methods, elementary combinatorial arguments.

A machine-learning algorithm can register brain scans and other 3D images more than 1000 times faster than traditional systems. (Courtesy: the researchers) Medical image registration involves ...

The Algorithms That Tell Bosses How Employees Are Feeling Sentiment-analysis software can help companies figure out what’s bothering workers—or what they’re excited about.

We know surprisingly little about the algorithms powering most social media analytics platforms. How can we make meaningful decisions based on the results of algorithms we know nothing about?