Machine Learning Intermediate
convex set
A subset of Euclidean space such that a line drawn between any two points in the subset remains completely within the subset.
Plain English Explanation
A subset of Euclidean space such that a line drawn between any two points in the subset remains completely within the subset. For instance, the following two shapes are convex sets: In contrast, the following two shapes are not convex sets:
How is it used?
Practitioners refer to convex set when building, training, or evaluating machine learning systems. It appears in research papers, product documentation, and technical discussions about AI capabilities and limitations.