Statistical Optimality in Multipartite Ranking and Ordinal Regression. - Kazuki Uematsu; Yoonkyung Lee (IEEE Trans. Pattern Anal. Mach. Intell., 2015)

Data-Parallel Momentum Diagonal Empirical Fisher (DP-MDEF):Adaptive Gradient Method is Affected by Hessian Approximation and Multi-Class Data. - Chenyuan Xu; Kosuke Haruki; Taiji Suzuki; Masahiro Ozawa; Kazuki Uematsu; Ryuji Sakai (ICMLA, 2022)

Dimensionality-Induced Information Loss of Outliers in Deep Neural Networks. - Kazuki Uematsu; Kosuke Haruki; Taiji Suzuki; Mitsuhiro Kimura; Takahiro Takimoto; Hideyuki Nakagawa (ECML/PKDD (1), 2024)