Econometrica, Vol. 35, No. 3/4 (Jul. - Oct., 1967), pp. 447-471 (25 pages) ...

For a stochastic programming problem with a nonsmooth objective a recursive stochastic subgradient method is proposed in which successive directions are obtained from quadratic programming subproblems ...