Shinya Suzumura

Publication Activity (10 Years)

Years Active: 2012-2022
Publications (10 Years): 5

Top Topics

Regression Problems

Classification Rules

Neural Networks And Support Vector Machines

Top Venues

Publications

Shinya Suzumura, Hitoshi Abe
An Analysis of Selection Bias Issue for Online Advertising. CoRR (2022)
Shinya Suzumura, Kohei Ogawa, Masashi Sugiyama, Masayuki Karasuyama, Ichiro Takeuchi
Homotopy continuation approaches for robust SV classification and regression. Mach. Learn. 106 (7) (2017)
Shinya Suzumura, Kazuya Nakagawa, Yuta Umezu, Koji Tsuda, Ichiro Takeuchi
Selective Inference for Sparse High-Order Interaction Models. ICML (2017)
Kazuya Nakagawa, Shinya Suzumura, Masayuki Karasuyama, Koji Tsuda, Ichiro Takeuchi
Safe Pattern Pruning: An Efficient Approach for Predictive Pattern Mining. KDD (2016)
Shinya Suzumura, Kohei Ogawa, Masashi Sugiyama, Masayuki Karasuyama, Ichiro Takeuchi
Homotopy Continuation Approaches for Robust SV Classification and Regression. CoRR (2015)
Shinya Suzumura, Kohei Ogawa, Masashi Sugiyama, Ichiro Takeuchi
Outlier Path: A Homotopy Algorithm for Robust SVM. ICML (2014)
Shinya Suzumura, Ryohei Nakano
Complex-Valued Multilayer Perceptron Search Utilizing Eigen Vector Descent and Reducibility Mapping. ICANN (2) (2012)