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error (2*2=4). Non-convex functions like MAE (or AE) will flip this dynamic. Don’t use things blindly. There is a depth to the the algorithms we use (even the basics). Study them. Source We can see this in the image below. While both LS and AE can reconstruct the ground truth with no issues in