Shunsuke Horii

According to our database, Shunsuke Horii authored at least 20 papers between 2010 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

A Study on Predictor Variable-Dependent Model Selection for Minimizing the Bayes Risk of Prediction Error.

Kazuma Inoue, Shunsuke Horii, Tota Suko

IEICE Trans. Fundam. Electron. Commun. Comput. Sci., 2026

2024

Uncertainty Quantification in Heterogeneous Treatment Effect Estimation with Gaussian-Process-Based Partially Linear Model.

Shunsuke Horii, Yoichi Chikahara

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2021

Bayesian Model Averaging for Causality Estimation and its Approximation based on Gaussian Scale Mixture Distributions.

Shunsuke Horii

Proceedings of the 24th International Conference on Artificial Intelligence and Statistics, 2021

2020

Improved Computation-Communication Trade-Off for Coded Distributed Computing using Linear Dependence of Intermediate Values.

Shunsuke Horii

Proceedings of the IEEE International Symposium on Information Theory, 2020

2019

Proceedings of the 11th Asia-Europe Workshop on Concepts in Information Theory.

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

CoRR, 2019

Model Selection of Bayesian Hierarchical Mixture of Experts based on Variational Inference.

Yuji Iikubo, Shunsuke Horii, Toshiyasu Matsushima

Proceedings of the 2019 IEEE International Conference on Systems, Man and Cybernetics, 2019

Distributed Stochastic Gradient Descent Using LDGM Codes.

Shunsuke Horii, Takahiro Yoshida, Manabu Kobayashi, Toshiyasu Matsushima

Proceedings of the IEEE International Symposium on Information Theory, 2019

A Note on the Estimation Method of Intervention Effects based on Statistical Decision Theory.

Shunsuke Horii, Tota Suko

Proceedings of the 53rd Annual Conference on Information Sciences and Systems, 2019

2018

Sparse Bayesian Hierarchical Mixture of Experts and Variational Inference.

Yuji Iikubo, Shunsuke Horii, Toshiyasu Matsushima

Proceedings of the International Symposium on Information Theory and Its Applications, 2018

Variational Bayesian Compressed Sensing for Sparse and Locally Constant Signals.

Shunsuke Horii

Proceedings of the Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, 2018

Bayesian Independent Component Analysis under Hierarchical Model on Independent Components.

Kai Asaba, Shota Saito, Shunsuke Horii, Toshiyasu Matsushima

Proceedings of the Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, 2018

2016

Linear Programming Decoding of Binary Linear Codes for Symbol-Pair Read Channel.

Shunsuke Horii, Toshiyasu Matsushima, Shigeichi Hirasawa

IEICE Trans. Fundam. Electron. Commun. Comput. Sci., 2016

A note on support recovery of sparse signals using linear programming.

Shunsuke Horii, Toshiyasu Matsushima, Shigeichi Hirasawa

Proceedings of the 2016 International Symposium on Information Theory and Its Applications, 2016

Linear programming decoding of binary linear codes for symbol-pair read channels.

Shunsuke Horii, Toshiyasu Matsushima, Shigeichi Hirasawa

Proceedings of the IEEE International Symposium on Information Theory, 2016

2014

A note on the correlated multiple matrix completion based on the convex optimization method.

Shunsuke Horii, Toshiyasu Matsushima, Shigeichi Hirasawa

Proceedings of the 2014 IEEE International Conference on Systems, Man, and Cybernetics, 2014

2013

Iterative multiuser joint decoding based on ADMM.

Shunsuke Horii, Tota Suko, Toshiyasu Matsushima, Shigeichi Hirasawa

Proceedings of the IEEE Global Conference on Signal and Information Processing, 2013

2012

The optimal key estimation of stream ciphers and its approximation algorithm based on a probabilistic inference.

Yuji Iikubo, Shunsuke Horii, Toshiyasu Matsushima

Proceedings of the International Symposium on Information Theory and its Applications, 2012

Fault diagnosis algorithm in multi-computer systems based on Lagrangian relaxation method.

Shunsuke Horii, Manabu Kobayashi, Toshiyasu Matsushima, Shigeichi Hirasawa

Proceedings of the International Symposium on Information Theory and its Applications, 2012

2011

A Note on the Linear Programming Decoding of Binary Linear Codes for Multiple-Access Channel.

Shunsuke Horii, Toshiyasu Matsushima, Shigeichi Hirasawa

IEICE Trans. Fundam. Electron. Commun. Comput. Sci., 2011

2010

A Note on the Branch-and-Cut Approach to Decoding Linear Block Codes.

Shunsuke Horii, Toshiyasu Matsushima, Shigeichi Hirasawa

IEICE Trans. Fundam. Electron. Commun. Comput. Sci., 2010