Takeuchi, Koh

14 publications

MLJ 2025 Scalable Individual Treatment Effect Estimator for Large Graphs Xiaofeng Lin, Han Bao, Yan Cui, Koh Takeuchi, Hisashi Kashima

ECML-PKDD 2023 Estimating Treatment Effects Under Heterogeneous Interference Xiaofeng Lin, Guoxi Zhang, Xiaotian Lu, Han Bao, Koh Takeuchi, Hisashi Kashima

AAAI 2022 Interpretable Knowledge Tracing: Simple and Efficient Student Modeling with Causal Relations Sein Minn, Jill-Jênn Vie, Koh Takeuchi, Hisashi Kashima, Feida Zhu

ECML-PKDD 2021 Crowdsourcing Evaluation of Saliency-Based XAI Methods Xiaotian Lu, Arseny Tolmachev, Tatsuya Yamamoto, Koh Takeuchi, Seiji Okajima, Tomoyoshi Takebayashi, Koji Maruhashi, Hisashi Kashima

ECML-PKDD 2021 Inter-Domain Multi-Relational Link Prediction Luu Huu Phuc, Koh Takeuchi, Seiji Okajima, Arseny Tolmachev, Tomoyoshi Takebayashi, Koji Maruhashi, Hisashi Kashima

ICML 2020 Fast Deterministic CUR Matrix Decomposition with Accuracy Assurance Yasutoshi Ida, Sekitoshi Kanai, Yasuhiro Fujiwara, Tomoharu Iwata, Koh Takeuchi, Hisashi Kashima

UAI 2019 Variational Inference of Penalized Regression with Submodular Functions Koh Takeuchi, Yuichi Yoshida, Yoshinobu Kawahara

AAAI 2018 Mobile Network Failure Event Detection and Forecasting with Multiple User Activity Data Sets Motoyuki Oki, Koh Takeuchi, Yukio Uematsu

AISTATS 2017 Localized Lasso for High-Dimensional Regression Makoto Yamada, Koh Takeuchi, Tomoharu Iwata, John Shawe-Taylor, Samuel Kaski

IJCAI 2017 SVD-Based Screening for the Graphical Lasso Yasuhiro Fujiwara, Naoki Marumo, Mathieu Blondel, Koh Takeuchi, Hideaki Kim, Tomoharu Iwata, Naonori Ueda

ECML-PKDD 2017 Structurally Regularized Non-Negative Tensor Factorization for Spatio-Temporal Pattern Discoveries Koh Takeuchi, Yoshinobu Kawahara, Tomoharu Iwata

AISTATS 2015 Cross-Domain Recommendation Without Shared Users or Items by Sharing Latent Vector Distributions Tomoharu Iwata, Koh Takeuchi

ECML-PKDD 2015 Higher Order Fused Regularization for Supervised Learning with Grouped Parameters Koh Takeuchi, Yoshinobu Kawahara, Tomoharu Iwata

IJCAI 2013 Non-Negative Multiple Matrix Factorization Koh Takeuchi, Katsuhiko Ishiguro, Akisato Kimura, Hiroshi Sawada