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We prove a new dyadic representation theorem with applications to the $T(1)$and $A_2$ theorems. In particular, we obtain the non-homogeneous $T(1)$ theoremunder weaker kernel regularity than the earlier approaches.

Dyadic representation and boundedness of non-homogeneous Calder\'on--Zygmund operators with mild kernel regularity