Selective Inference for Sparse High-Order Interaction Models. - Shinya Suzumura; Kazuya Nakagawa; Yuta Umezu; Koji Tsuda; Ichiro Takeuchi (ICML, 2017)

Post Selection Inference with Kernels. - Makoto Yamada; Yuta Umezu; Kenji Fukumizu; Ichiro Takeuchi (AISTATS, 2018)

Efficient learning algorithm for sparse subsequence pattern-based classification and applications to comparative animal trajectory data analysis. - Takuto Sakuma; Kazuya Nishi; Kaoru Kishimoto; Kazuya Nakagawa; Masayuki Karasuyama; Yuta Umezu; Shinsuke Kajioka; Shuhei J. Yamazaki; Koutarou D. Kimura; Sakiko Matsumoto; Ken Yoda; Matasaburo Fukutomi; et al. (Adv. Robotics, 2019)