Quantitative Finance, Mathematics, Convex Optimization, Machine Learning, Python.
characteristic makes convex optimization invaluable for many machine-learning applications. Finding optimal model parameters by minimizing a loss function is central to machine learning. Gradient descent, a popular optimization technique, leverages convexity by following the negative gradient to