Improving the Accuracy and Efficiency of MAP Inference for Markov Logic

Sebastian Riedel

In this work we present Cutting Plane Inference (CPI), a Maximum A Posteriori (MAP) inference method for Statistical Relational Learning. Framed in terms of Markov Logic and inspir…