AZoAI on MSN11mon
Understanding Gradient Descent in Machine Learning
Gradient descent (GD) is a basic optimization technique ... The classical approach, batch GD, involves computing the gradient ...
mccormick.northwestern.edu2mon
COMP_SCI 496: Theory of Gradient-Based Optimization in ML
Why does gradient descent work? Specifically, what can we guarantee about the point it converges to? In addition to gradient descent, we explore a large variety of optimization methods. What are the ...