For regularization, we added the regularizer to the loss function. Does it make sense to multiply...
For regularization, we added the regularizer to the loss function. Does it make sense to multiply or subtract the term, instead? Explain.
Homework Answers
-->Since we are minimizing the loss function, we added regularizer to so that weights of W will be decreased.
--> If we subtract then the weights will be increased, to decrease the loss function. So, we cannot do this.
--> If we multiply it then the loss function will not be convex. So, we cannot do this also.
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