Shunsuke Horii

Publication Activity (10 Years)

Years Active: 2010-2024
Publications (10 Years): 18

Top Topics

Independent Components

Variational Inference

Mixture Distributions

Top Venues

Publications

Shunsuke Horii, Yoichi Chikahara
Uncertainty Quantification in Heterogeneous Treatment Effect Estimation with Gaussian-Process-Based Partially Linear Model. AAAI (2024)
Shunsuke Horii, Yoichi Chikahara
Uncertainty Quantification in Heterogeneous Treatment Effect Estimation with Gaussian-Process-Based Partially Linear Model. CoRR (2023)
Shunsuke Horii
Bayesian Model Averaging for Causality Estimation and its Approximation based on Gaussian Scale Mixture Distributions. AISTATS (2021)
Shunsuke Horii
Bayesian Model Averaging for Causality Estimation and its Approximation based on Gaussian Scale Mixture Distributions. CoRR (2021)
Shunsuke Horii
Improved Computation-Communication Trade-Off for Coded Distributed Computing using Linear Dependence of Intermediate Values. ISIT (2020)
Shunsuke Horii
Improved Computation-Communication Trade-Off for Coded Distributed Computing using Linear Dependence of Intermediate Values. CoRR (2020)
Shunsuke Horii, Takahiro Yoshida, Manabu Kobayashi, Toshiyasu Matsushima
Distributed Stochastic Gradient Descent Using LDGM Codes. CoRR (2019)
A. J. Han Vinck, Kees A. Schouhamer Immink, Tadashi Wadayama, Van Khu Vu, Akiko Manada, Kui Cai, Shunsuke Horii, Yoshiki Abe, Mitsugu Iwamoto, Kazuo Ohta, Xingwei Zhong, Zhen Mei, Renfei Bu, Jos H. Weber, Vitaly Skachek, Hiroyoshi Morita, N. Hovhannisyan, Hiroshi Kamabe, Shan Lu, Hirosuke Yamamoto, Kengo Hashimoto, Øyvind Ytrehus, Shigeaki Kuzuoka, Mikihiko Nishiara, Han Mao Kiah, Jun Muramatsu, Shigeki Miyake
Proceedings of the 11th Asia-Europe Workshop on Concepts in Information Theory. CoRR (2019)
Shunsuke Horii, Takahiro Yoshida, Manabu Kobayashi, Toshiyasu Matsushima
Distributed Stochastic Gradient Descent Using LDGM Codes. ISIT (2019)
Shunsuke Horii, Tota Suko
A Note on the Estimation Method of Intervention Effects based on Statistical Decision Theory. CISS (2019)
Yuji Iikubo, Shunsuke Horii, Toshiyasu Matsushima
Model Selection of Bayesian Hierarchical Mixture of Experts based on Variational Inference. SMC (2019)
Kai Asaba, Shota Saito, Shunsuke Horii, Toshiyasu Matsushima
Bayesian Independent Component Analysis under Hierarchical Model on Independent Components. APSIPA (2018)
Yuji Iikubo, Shunsuke Horii, Toshiyasu Matsushima
Sparse Bayesian Hierarchical Mixture of Experts and Variational Inference. ISITA (2018)
Shunsuke Horii
Variational Bayesian Compressed Sensing for Sparse and Locally Constant Signals. APSIPA (2018)
Shunsuke Horii, Toshiyasu Matsushima, Shigeichi Hirasawa
A note on support recovery of sparse signals using linear programming. ISITA (2016)
Shunsuke Horii, Toshiyasu Matsushima, Shigeichi Hirasawa
Linear programming decoding of binary linear codes for symbol-pair read channels. ISIT (2016)
Shunsuke Horii, Toshiyasu Matsushima, Shigeichi Hirasawa
Linear Programming Decoding of Binary Linear Codes for Symbol-Pair Read Channel. IEICE Trans. Fundam. Electron. Commun. Comput. Sci. (12) (2016)
Shunsuke Horii, Toshiyasu Matsushima, Shigeichi Hirasawa
Linear Programming Decoding of Binary Linear Codes for Symbol-Pair Read Channels. CoRR (2015)
Shunsuke Horii, Toshiyasu Matsushima, Shigeichi Hirasawa
A note on the correlated multiple matrix completion based on the convex optimization method. SMC (2014)
Shunsuke Horii, Tota Suko, Toshiyasu Matsushima, Shigeichi Hirasawa
Iterative multiuser joint decoding based on ADMM. GlobalSIP (2013)
Yuji Iikubo, Shunsuke Horii, Toshiyasu Matsushima
The optimal key estimation of stream ciphers and its approximation algorithm based on a probabilistic inference. ISITA (2012)
Shunsuke Horii, Manabu Kobayashi, Toshiyasu Matsushima, Shigeichi Hirasawa
Fault diagnosis algorithm in multi-computer systems based on Lagrangian relaxation method. ISITA (2012)
Shunsuke Horii, Toshiyasu Matsushima, Shigeichi Hirasawa
A Note on the Linear Programming Decoding of Binary Linear Codes for Multiple-Access Channel. IEICE Trans. Fundam. Electron. Commun. Comput. Sci. (6) (2011)
Shunsuke Horii, Toshiyasu Matsushima, Shigeichi Hirasawa
A Note on the Branch-and-Cut Approach to Decoding Linear Block Codes. IEICE Trans. Fundam. Electron. Commun. Comput. Sci. (11) (2010)