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

For example, algorithms based on deep learning can determine the location and size of tumors. This is the result of AutoPET, an international competition in medical image analysis, where researchers ...

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 ...

In this paper we examine the Cuthill-McKee algorithm for ordering the unknowns and equations in systems of linear equations, Ax = b, where A is sparse, symmetric, and positive definite. This algorithm ...

Some accelerated procedures such as the EM gradient algorithm and the Quasi-Newton EM algorithm are modified to improve the convergence rate of the basic EM algorithm. Results from simulation studies ...

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 ...