129 citations · 194 across the 5 of their papers we have counts for
Showing stat.MLShow all
2 papers · 1 filter
stat.ML2020★ 7 cited
The Geometry of Nonlinear Embeddings in Kernel Discriminant Analysis
Jiae Kim, Yoonkyung Lee, Zhiyu Liang
Fisher's linear discriminant analysis is a classical method for classification, yet it is limited to capturing linear features only. Kernel discriminant analysis as an extension is…
stat.ML2015★ 129 cited
Dimensionality Reduction for Binary Data through the Projection of Natural Parameters
Andrew J. Landgraf, Yoonkyung Lee
Principal component analysis (PCA) for binary data, known as logistic PCA, has become a popular alternative to dimensionality reduction of binary data. It is motivated as an extens…