\magnification=1200 \hsize=4in \overfullrule=0pt \nopagenumbers \noindent % % {\bf A. Czygrinow and B. Nagle} % % \medskip \noindent % % {\bf Matrix-Free Proof of a Regularity Characterization} % % \vskip 5mm \noindent % % % % The central concept in Szemer\'edi's powerful regularity lemma is the so-called $\epsilon$-regular pair. A useful statement of Alon {\it et al.\/} essentially equates the notion of an $\epsilon$-regular pair with degree uniformity of vertices and pairs of vertices. The known proof of this characterization uses a clever matrix argument. This paper gives a simple proof of the characterization without appealing to the matrix argument of Alon {\it et al}. We show the $\epsilon$-regular characterization follows from an application of Szemer\'edi's regularity lemma itself. \bye .