Yoshiki Suzuki

Publication Activity (10 Years)

Years Active: 2013-2015
Publications (10 Years): 3

Top Topics

Cross Validated

Support Vectors

Decision Functions

Top Venues

Publications

Shota Okumura, Yoshiki Suzuki, Ichiro Takeuchi
Quick sensitivity analysis for incremental data modification and its application to leave-one-out CV in linear classification problems. CoRR (2015)
Atsushi Shibagaki, Yoshiki Suzuki, Masayuki Karasuyama, Ichiro Takeuchi
Regularization Path of Cross-Validation Error Lower Bounds. NIPS (2015)
Shota Okumura, Yoshiki Suzuki, Ichiro Takeuchi
Quick Sensitivity Analysis for Incremental Data Modification and Its Application to Leave-one-out CV in Linear Classification Problems. KDD (2015)
Kohei Ogawa, Yoshiki Suzuki, Ichiro Takeuchi
Safe Screening of Non-Support Vectors in Pathwise SVM Computation. ICML (3) (2013)