| 2024 | AAAI | Uncertainty Quantification in Heterogeneous Treatment Effect Estimation with Gaussian-Process-Based Partially Linear Model. | Shunsuke Horii, Yoichi Chikahara |
| 2021 | AISTATS | Bayesian Model Averaging for Causality Estimation and its Approximation based on Gaussian Scale Mixture Distributions. | Shunsuke Horii |
| 2020 | ISIT | Improved Computation-Communication Trade-Off for Coded Distributed Computing using Linear Dependence of Intermediate Values. | Shunsuke Horii |
| 2019 | CISS | A Note on the Estimation Method of Intervention Effects based on Statistical Decision Theory. | Shunsuke Horii, Tota Suko |
| 2019 | ISIT | Distributed Stochastic Gradient Descent Using LDGM Codes. | Shunsuke Horii, Takahiro Yoshida, Manabu Kobayashi, Toshiyasu Matsushima |
| 2019 | SMC | Model Selection of Bayesian Hierarchical Mixture of Experts based on Variational Inference. | Yuji Iikubo, Shunsuke Horii, Toshiyasu Matsushima |
| 2018 | ISITA | Sparse Bayesian Hierarchical Mixture of Experts and Variational Inference. | Yuji Iikubo, Shunsuke Horii, Toshiyasu Matsushima |
| 2016 | ISIT | Linear programming decoding of binary linear codes for symbol-pair read channels. | Shunsuke Horii, Toshiyasu Matsushima, Shigeichi Hirasawa |
| 2016 | ISITA | A note on support recovery of sparse signals using linear programming. | Shunsuke Horii, Toshiyasu Matsushima, Shigeichi Hirasawa |
| 2014 | SMC | A note on the correlated multiple matrix completion based on the convex optimization method. | Shunsuke Horii, Toshiyasu Matsushima, Shigeichi Hirasawa |
| 2012 | ISITA | Fault diagnosis algorithm in multi-computer systems based on Lagrangian relaxation method. | Shunsuke Horii, Manabu Kobayashi, Toshiyasu Matsushima, Shigeichi Hirasawa |
| 2012 | ISITA | The optimal key estimation of stream ciphers and its approximation algorithm based on a probabilistic inference. | Yuji Iikubo, Shunsuke Horii, Toshiyasu Matsushima |