Shinya Suzumura

According to our database, Shinya Suzumura authored at least 7 papers between 2012 and 2024.

Collaborative distances:

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

2024

Leveraging Instrumental Variables in Online Advertising Auctions : Robust Click-Through-Rate Prediction.

Ryohei Emori, Shinya Suzumura, Nobuyuki Shimizu, Takahiro Hoshino

Proceedings of the Workshop on Data Mining for Online Advertising (AdKDD 2024) co-located with the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD 2024), 2024

2022

An Analysis of Selection Bias Issue for Online Advertising.

Shinya Suzumura, Hitoshi Abe

CoRR, 2022

2017

Homotopy continuation approaches for robust SV classification and regression.

Shinya Suzumura, Kohei Ogawa, Masashi Sugiyama, Masayuki Karasuyama, Ichiro Takeuchi

Mach. Learn., 2017

Selective Inference for Sparse High-Order Interaction Models.

Shinya Suzumura, Kazuya Nakagawa, Yuta Umezu, Koji Tsuda, Ichiro Takeuchi

Proceedings of the 34th International Conference on Machine Learning, 2017

2016

Safe Pattern Pruning: An Efficient Approach for Predictive Pattern Mining.

Kazuya Nakagawa, Shinya Suzumura, Masayuki Karasuyama, Koji Tsuda, Ichiro Takeuchi

Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2016

2014

Outlier Path: A Homotopy Algorithm for Robust SVM.

Shinya Suzumura, Kohei Ogawa, Masashi Sugiyama, Ichiro Takeuchi

Proceedings of the 31th International Conference on Machine Learning, 2014

2012

Complex-Valued Multilayer Perceptron Search Utilizing Eigen Vector Descent and Reducibility Mapping.

Shinya Suzumura, Ryohei Nakano

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2012, 2012