Showing stat.APShow all
2 papers · 1 filter
stat.AP2026
DRtool: An Interactive Tool for Analyzing High-Dimensional Clusterings
Justin Lin, Julia Fukuyama
When faced with new data, we often conduct a cluster analysis to obtain a better understanding of the data's structure and the archetypical samples present in the data. This proces…
stat.AP2024
Calibrating dimension reduction hyperparameters in the presence of noise
Justin Lin, Julia Fukuyama
The goal of dimension reduction tools is to construct a low-dimensional representation of high-dimensional data. These tools are employed for a variety of reasons such as noise red…