Yu Sugawara, Satoshi Oyama, Masahito Kurihara. Adaptive Rotation Forests: Decision Tree Ensembles for Sequential Learning. 2021 IEEE International Conference on Systems, Man, and Cybernetics(SMC). 2021. 613-618
Kyohei Atarashi, Satoshi Oyama, Masahito Kurihara. Sparse random feature maps for the item-multiset kernel. Neural Networks. 2021. 143. 500-514
Kyohei Atarashi, Satoshi Oyama, Masahito Kurihara. Factorization Machines with Regularization for Sparse Feature Interactions. Journal of Machine Learning Research. 2021. 22. 153-50
Kazuma Itakura, Kyohei Atarashi, Satoshi Oyama, Masahito Kurihara. Adapting the Learning Rate of the Learning Rate in Hypergradient Descent. 2020 Joint 11th International Conference on Soft Computing and Intelligent Systems and 21st International Symposium on Advanced Intelligent Systems (SCIS-ISIS). 2020