Kazuyoshi Yata

Publication Activity (10 Years)

Years Active: 2010-2024
Publications (10 Years): 6

Top Topics

Dimensionality Reduction

Top Venues

J. Multivar. Anal.

Publications

Kento Egashira, Kazuyoshi Yata, Makoto Aoshima
Asymptotic properties of hierarchical clustering in high-dimensional settings. J. Multivar. Anal. 199 (2024)
Aki Ishii, Kazuyoshi Yata, Makoto Aoshima
Geometric classifiers for high-dimensional noisy data. J. Multivar. Anal. 188 (2022)
Takuma Bando, Tomonari Sei, Kazuyoshi Yata
Consistency of the objective general index in high-dimensional settings. J. Multivar. Anal. 189 (2022)
Yugo Nakayama, Kazuyoshi Yata, Makoto Aoshima
Clustering by principal component analysis with Gaussian kernel in high-dimension, low-sample-size settings. J. Multivar. Anal. 185 (2021)
Yugo Nakayama, Kazuyoshi Yata, Makoto Aoshima
Support vector machine and its bias correction in high-dimension, low-sample-size settings. CoRR (2017)
Kazuyoshi Yata, Makoto Aoshima
High-dimensional inference on covariance structures via the extended cross-data-matrix methodology. J. Multivar. Anal. 151 (2016)
Kazuyoshi Yata, Makoto Aoshima
PCA consistency for the power spiked model in high-dimensional settings. J. Multivar. Anal. 122 (2013)
Kazuyoshi Yata, Makoto Aoshima
Correlation tests for high-dimensional data using extended cross-data-matrix methodology. J. Multivar. Anal. 117 (2013)
Kazuyoshi Yata, Makoto Aoshima
Effective PCA for high-dimension, low-sample-size data with noise reduction via geometric representations. J. Multivar. Anal. 105 (1) (2012)
Kazuyoshi Yata, Makoto Aoshima
Effective PCA for high-dimension, low-sample-size data with singular value decomposition of cross data matrix. J. Multivar. Anal. 101 (9) (2010)