Machine Learning, Gradient Descent, Hessian Matrix, Optimization, Artificial Intelligence.
along its eigenvectors (directions of greatest curvature). In the context of the Hessian, positive eigenvalues correspond to directions where the function curves upwards (concave up) and vice versa. Intuition and Examples Positive Definite Hessian (Concave Up): Imagine the bowl-shaped function