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We give an overview of the generalized Calder'on-Zygmund theory for “non-integral” singular operators, that is, operators without kernels bounds but appropriate off-diagonal estimates. This theory is powerful enough to obtain weighted estimates for such operators and their commutators with functions. off-diagonal estimates when play an important role and we present them. They are particularly well suited to the semigroups generated by second order elliptic operators and the range of exponents rules the theory for many operators constructed from the semigroup and its gradient. Such applications are summarized.

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