Variance-reduction

Published on
April 1, 2024
Machine Learning Optimization - Stochastic Descent, Variance Reduction Techniques, and the Bias-Variance Tradeoff
SDS-program machine-learning optimization gradient-descent variance-reduction stochastic-gradient-descent statistics python
A dive into techniques and statistical background in machine learning optimization, with focus upon stochastic gradient descent, variance reduction techniques, and the bias-variance tradeoff.