Safe Screening of Non-Support Vectors in Pathwise SVM Computation. - Kohei Ogawa; Yoshiki Suzuki; Ichiro Takeuchi (ICML (3), 2013)

Quick Sensitivity Analysis for Incremental Data Modification and Its Application to Leave-one-out CV in Linear Classification Problems. - Shota Okumura; Yoshiki Suzuki; Ichiro Takeuchi (KDD, 2015)

Regularization Path of Cross-Validation Error Lower Bounds. - Atsushi Shibagaki; Yoshiki Suzuki; Masayuki Karasuyama; Ichiro Takeuchi (NIPS, 2015)