Guy Van den Broeck

Tractable learning for complex probability queries

2015 · Lirias

Tractable learning aims to learn probabilistic models where inference is guaran-teed to be efficient. However, the particular class of queries that is tractable de-pends on the model and underlying representation. Usually this class is MPE …