Machine Learning, Signal Processing, Bayesian Statistics, Editors Pick, Getting Started.
Quadratic Cost Function If the cost function is quadratic, C is replaced by a quadratic function and follow the procedure outlined above. Interpretation: The estimator is the conditional expectation of the parameter given the data or the posterior mean which is the identical result as the MMSE.