Probabilistic Retrieval ModelsCovers probabilistic retrieval models, evaluation metrics, query likelihood, user relevance feedback, and query expansion.
Probabilistic Information RetrievalCovers Probabilistic Information Retrieval, including Query Likelihood Model, Language Modeling, and smoothing techniques for non-occurring terms.
Distribution EstimationCovers the concept of distribution estimation and the optimization of parameters using different estimators.
