Uncertainty-Aware Principal Component Analysis

Gortler, J; Spinner, T; Streeb, D; Weiskopf, D; Deussen, O

Gortler, J (corresponding author), Univ Konstanz, Constance, Germany.

IEEE TRANSACTIONS ON VISUALIZATION AND COMPUTER GRAPHICS, 2020; 26 (1): 822

Abstract

We present a technique to perform dimensionality reduction on data that is subject to uncertainty. Our method is a generalization of traditional princ......

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