Sasaki Hiroaki

ササキヒロアキ | Sasaki Hiroaki

Homepage URL (1)： https://sites.google.com/site/hworksites/home

Research keywords (2)：統計的データ解析 , machine learning

Research theme for competitive and other funds (3)：

Papers (32)：

Hiroaki Sasaki, Takashi Takenouchi. Outlier-robust parameter estimation for unnormalized statistical models. Japanese Journal of Statistics and Data Science. 2024. 7. 1. 223-252
Hiroaki Sasaki, Takashi Takenouchi. Representation learning for maximization of MI, nonlinear ICA and nonlinear subspaces with robust density ratio estimation. Journal of Machine Learning Research. 2022. 23. 231. 1-55
Kaito Satta, Hiroaki Sasaki. Graph embedding with outlier-robust ratio estimation. IEICE TRANSACTIONS on Information and Systems. 2022. 105. 10. 1812-1816
Hiroaki Sasaki, Jun-Ichiro Hirayama, Takafumi Kanamori. Mode estimation on matrix manifolds: Convergence and robustness. International Conference on Artificial Intelligence and Statistics (AISTATS). 2022. 8056-8079
Hiroaki Sasaki, Takashi Takenouchi, Ricardo Pio Monti, Aapo Hyvärinen. Robust contrastive learning and nonlinear ICA in the presence of outliers. Conference on Uncertainty in Artificial Intelligence (UAI). 2020. 659-668

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Education (3)：

2008 - 2011 Tohoku University Graduate School of Engineering Department of Electrical and Communication Engineering
2006 - 2008 Tohoku University Graduate School of Engineering Department of Electrical and Communication Engineering
2002 - 2006 Tohoku University Faculty of Engineering

Work history (9)：

2024/04 - 現在 Meiji Gakuin University
2019/04 - 2024/03 Future University-Hakodate Associate Professor
2019/04 - 2020/03 奈良先端科学技術大学院大学客員准教授
2016/01 - 2019/03 Nara Institute of Science and Technology Department of Information Science Assistant professor
2017/11 - 2018/11 University College London Gatsby Unit Honorary Lecturer

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Awards (4)：

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