Alternate loss functions and regression models that achieve robustness to outliers by modulating the learning rate

Mathew Mithra Noel, Arindam Banerjee, Yug D. Oswal +2

Most real-world datasets used for training supervised learning models are contaminated with noisy data and outliers leading to large prediction errors. This paper proposes a new ap…