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 ...

But even the smartest algorithms can sometimes behave in unexpected and unwanted ways—for example, picking up gender bias from the text or images they are fed.

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

What Are Data Analysis Skills? Quantitative and Qualitative Examples Combining quantitative and qualitative data skills allows you to make informed, balanced decisions by understanding both the ...

We propose a dynamic programming algorithm for the one-dimensional Fused Lasso Signal Approximator (FLSA). The proposed algorithm has a linear running time in the worst case. A similar approach is ...

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

The future is here, and it’s fueled by artificial intelligence. Read on to find out the top 15 real-world applications of AI that are redefining industries and impacting our daily lives in 2023.

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