This tool provides an interactive visualization of gradient descent for linear regression with customizable loss functions. It shows both the regression line fitting process and the loss function ...

This file contains a simple implementation of Linear regression using Least Squares. It also contains basic implementations of the following loss functions: L1, L2, Huber, Log-Cosh. The code is ...

This paper addresses selection of the loss function for regression problems with finite data. It is well-known (under standard regression formulation) that for a known noise density there exist an ...