Search Results for author: Takuya Okuyama

Found 2 papers, 0 papers with code

QUBO Decision Tree: Annealing Machine Extends Decision Tree Splitting

no code implementations17 Mar 2023 Koichiro Yawata, Yoshihiro Osakabe, Takuya Okuyama, Akinori Asahara

This paper proposes an extension of regression trees by quadratic unconstrained binary optimization (QUBO).

regression

QUBO-inspired Molecular Fingerprint for Chemical Property Prediction

no code implementations17 Mar 2023 Koichiro Yawata, Yoshihiro Osakabe, Takuya Okuyama, Akinori Asahara

We generate new fingerprints based on the assumption that a performance of prediction using a more effective fingerprint is better.

Property Prediction

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