Before revision:  In the general noisy case, almost sure convergence of the methods fitting into the framework is proved when line searches and suitably decaying step lengths are combined.
After revision:  In the general noisy case, almost sure convergence of the methods fitting into this framework combine line searches and suitably decaying step lengths are combined.