UDRN: Unified Dimensional Reduction Neural Network for Feature Selection and Feature Projection

no code implementations • 8 Jul 2022 • Zelin Zang, Yongjie Xu, Linyan Lu, Yulan Geng, Senqiao Yang, Stan Z. Li

We propose that the ideal DR approach combines both FS and FP into a unified end-to-end manifold learning framework, simultaneously performing fundamental feature discovery while maintaining the intrinsic relationships between data samples in the latent space.

Data Augmentation feature selection