Statistical Learning Theory with Dependent Data

26 Aug 2015 20:26

See learning theory if that title doesn't make sense. I am particularly interested in learning for ergodic time series. A lot of the work in this area involves strong mixing conditions, especially beta-mixing. I suspect that in many cases strong mixing is not actually needed, but this is a pure hunch on my part with absolutely no evidence to back it up (right now).

See also: Empirical Process Theory; Ergodic Theory; Learning Theory; Relational Learning; Statistics; Time Series