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outliers, preventing them from significantly affecting the overall solution. Some of you may be wondering why that happens. Take convex functions like MSE (or LS here). When your error is small (<1) than squaring it, reduces the value (0.5 *0.5 =0.25). When error is large, squaring it increases the