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 ...

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

Algorithm design and analysis is fundamental to all areas of computer science and gives a rigorous framework for the study optimization. This course provides an introduction to algorithm design ...

Frontiers: Can an AI Algorithm Mitigate Racial Economic Inequality? An Analysis in the Context of Airbnb By: Shunyuan Zhang, Nitin Mehta, Param Singh and Kannan Srinivasan ...

Algorithms Are Great and All, But They Can Also Ruin Lives A single human showing explicit bias can only ever affect a finite number of people.

Clustering algorithms are a powerful form of AI that can be applied to business challenges from customer segmentation to fraud detection.

They designed a way to quickly generate black-box adversarial examples that are capable of fooling different algorithms, including Google’s Cloud Vision API.

The Policy Machine The dangers of letting algorithms make decisions in law enforcement, welfare, and child protection.

A widely used algorithm that flags patients for extra medical care is biased against black patients, a study found.