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 ...

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

Bayesian experimental design is a fast growing area of research with many real-world applications. As computational power has increased over the years, so has the development of simulation-based ...

The design of a hiring algorithm can impact diversity outcomes, according to Danielle Li, an MIT professor and co-author of the working paper.

Grover's algorithm, as a classic quantum search algorithm, utilizes its quadratic speedup advantage for unstructured data search, becoming a recent hotspot in the field of quantum computing research.

Algorithm auditing can promote the deployment of transparent and trustworthy AI. Here's what auditing startups need to succeed.

Machine learning and generative design are profoundly shaping modern life. A central critique to the value and advancement of artificial intelligence, especially in the context of architecture, is ...

These included governance of algorithms, incorporation of design principles (including accountability, explainability, interpretability, transparency, and usability) into algorithm development and ...