Tag Archives: Max Norm
Optimizing Machine Learning Models with Effective Regularization Techniques
Introduction Regularization techniques are essential in machine learning to prevent overfitting and improve the generalization of models. These techniques add constraints or penalties to the model to reduce its complexity. In this blog, we will explore various regularization methods, their mathematical definitions, and their effects during the forward and backward passes. L1 and L2 Regularization…