Stochastic Regularization: The Art of Controlled Chaos in Machine Learning
Introduction: Learning from the Noise Imagine a violinist practising in a crowded subway station. Amidst the chatter, footsteps, and train rumbles, they refine their skill, learning to focus only on the essential notes. When that same violinist performs on stage, the silence feels like luxury—their precision is unmatched. In machine learning, stochastic regularization follows a … Read more