On The Degrees Of Freedom In Total Variation Minimization

In the theory of linear model, the degrees of freedom (DOF) of an estimator plays a pivotal role in the risk estimation, as it quantifies the complexity of a statistical modeling procedure. Considering the total-variation (TV) regularization, we in this p
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On The Degrees Of Freedom In Total Variation Minimization

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In the theory of linear model, the degrees of freedom (DOF) of an estimator plays a pivotal role in the risk estimation, as it quantifies the complexity of a statistical modeling procedure. Considering the total-variation (TV) regularization, we in this p