shubham's notes
Blog About

ML Fundamentals

All posts →
ML Fundamentals Jul 19, 2024 - 7 min

Huber Loss

In machine learning, handling outliers effectively is crucial for building robust models. Traditional loss functions like Mean Squared Error (MSE) can be overly sensitive to outliers, while Mean Absolute Error (MAE) may not provide smooth gradients for...