Kenneth Lange, A Gradient Algorithm Locally Equivalent to the EM Algorithm, Journal of the Royal Statistical Society. Series B (Methodological), Vol. 57, No. 2 (1995), pp. 425-437 ...

For example, we expose a previously unknown connection between local-EM algorithms and penalized likelihood that is similar to the more familiar pairing of EM and likelihood. Examples include ...