Write a function that uses mean absolute deviation as a loss function, instead of mean squared error. Test the use of this function with a simulation containing several outliers. How well do neural...

Write a function that uses mean absolute deviation as a loss function, instead of mean squared error. Test the use of this function with a simulation containing several outliers. How well do neural networks and SGD perform when using robust techniques?