Quantum inference of states and processes
  The maximum-likelihood principle unifies inference of quantum states and processes from experimental noisy data. Particularly, a generic quantum process may be estimated simultaneously with unknown quantum probe states provided that measurements on probe and transformed probe states are available. Drawbacks of various approximate treatments are considered. 
Miroslav Jezek, Jaromir Fiurasek, Zdenek Hradil