Akihiro Yamamoto

Differentiable Inductive Logic Programming for Structured Examples

The differentiable implementation of logic yields a seamless combination of symbolic reasoning and deep neural networks. Recent research, which has developed a differentiable framework to learn logic programs from examples, can even acquire reasonable solutions from noisy datasets. However, this fra…