Researcher profile

Akihiro Takemura

2 papers in the PaperMetrix corpus

Publications

Papers by this author

Formally Explaining Decision Tree Models with Answer Set Programming

2026 · Electronic Proceedings in Theoretical Computer Science

Decision tree models, including random forests and gradient-boosted decision trees, are widely used in machine learning due to their high predictive performance. However, their complex structures often make them difficult to interpret, especially in safety-critical …
Towards End-to-End ASP Computation

2026 · Neurosymbolic Artificial Intelligence

We propose an end-to-end approach for Answer Set Programming (ASP) and linear algebraically compute stable models satisfying given constraints. The idea is to implement Lin-Zhao’s theorem together with constraints directly in vector spaces as numerical …