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 ...

Why it matters There are many subtle ways in which a seemingly well-intentioned and neutral algorithm can yield unintended biases. These mistakes are relatively benign if, for example, Netflix ...

This algorithm, based on graph representation learning ... The study was published in Nature Machine Intelligence. Functional protein design, particularly for proteins binding to small molecules ...