Rabinovich's Algorithm is a method used in computer science for efficiently solving certain types of problems, particularly in the field of graph theory. It focuses on optimizing the process of finding specific structures within graphs, which can be useful in various applications like network analysis and data organization. The algorithm works by breaking down complex problems into simpler components, allowing for faster computation. By leveraging properties of graphs and utilizing efficient data structures, Rabinovich's Algorithm can significantly reduce the time required to find solutions compared to traditional methods.