Texts on Machine Learning

1. Optimization Some texts from Elad Hazan . Introduction to Online Convex Optimization Lecture Notes: Optimization for Machine Learning Introduction to Online Control Second order methods by James Martens et al. Deep learning via Hessian-free optimization On the importance of initialization and momentum in deep learning Some texts by Florian Schäfer . ZerO Initialization: Initializing Neural…