Machine Learning, Data Science, Optimization, Gradient Descent, Convexity.
Xd). It is evident that any line joining 2 points on a circle or say a square (the shapes on extreme left and middle), will have all the line segments within the shape. These are examples of convex sets. On the other hand, the shape on the extreme right in the figure above has part of a line