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What is the effects of L2 loss and smooth L1 loss



2019 Community Moderator Electiondoes xgboost's eval_metric changes the loss function being optimized?Decomposable output regression neural networkKeras categorical_crossentropy loss (and accuracy)Log loss and expected aggregatesL2 loss vs. mean squared lossWhat are the differences between logistic and linear regression?What loss function avoids overconfidence?Enable to reproduce the loss of training while predictingContrastive loss problem in a character-level, siamese NN modelDifference between “reducing batch_size” and “increasing epochs” to decrease loss amount?










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As the question suggests, does any one tell me the effects of $L_2$ loss and smooth $L_1$ loss (i.e. Huber loss with $alpha = 1$) and when to use each of them ?










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$endgroup$
















    0












    $begingroup$


    As the question suggests, does any one tell me the effects of $L_2$ loss and smooth $L_1$ loss (i.e. Huber loss with $alpha = 1$) and when to use each of them ?










    share|improve this question









    $endgroup$














      0












      0








      0





      $begingroup$


      As the question suggests, does any one tell me the effects of $L_2$ loss and smooth $L_1$ loss (i.e. Huber loss with $alpha = 1$) and when to use each of them ?










      share|improve this question









      $endgroup$




      As the question suggests, does any one tell me the effects of $L_2$ loss and smooth $L_1$ loss (i.e. Huber loss with $alpha = 1$) and when to use each of them ?







      loss-function






      share|improve this question













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      HOANG GIANGHOANG GIANG

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