A conjecture concerning optimality of the Karhunen-Loeve basis in   nonlinear reconstruction
  We present a conjecture regarding the expectation of the maxima of $L^2$ norms of sub-vectors of a Gaussian vector; this has application to nonlinear reconstruction. 
Stephane Mallat, Ofer Zeitouni
math.PR math.ST stat.TH