TensorLog: Deep Learning Meets Probabilistic DBs

William W. Cohen, Fan Yang, Kathryn Rivard Mazaitis

We present an implementation of a probabilistic first-order logic called TensorLog, in which classes of logical queries are compiled into differentiable functions in a neural-netwo…