We observe a n -sample, the distribution of which is assumed to belong, or at least be close enough, given mixture model. propose an estimator this that belongs our model and possesses some robustness properties with respect possible misspecification it. establish non-asymptotic deviation bound for Hellinger distance between target its when consists densities belong VC-subgraph classes. Under s...