Dual-Constrained Deep Semi-Supervised Coupled Factorization Network with Enriched Prior

Introduction to Algorithms

Adhi Harmoko S, M.Komp, Joseph Marie Jacquard et al. · 2005 · 18.3K citations

Mathematical Programming, Computational Science, Engineering +6

Nonlinear Dimensionality Reduction by Locally Linear Embedding

Sam T. Roweis, Lawrence K. Saul · Science · 2000 · 14.9K citations

Geometric Learning, Image Analysis, Machine Learning +13

Learning the parts of objects by non-negative matrix factorization

Daniel D. Lee, H. Sebastian Seung · Nature · 1999 · 13.8K citations

Non-negative Matrix Factorization, Machine Vision, Image Analysis +11

A Global Geometric Framework for Nonlinear Dimensionality Reduction

Joshua B. Tenenbaum, Vin de Silva, John Langford · Science · 2000 · 13.6K citations

Principal Component Analysis

Colin Goodall, Ian T. Jolliffe · Technometrics · 1988 · 8.7K citations

Latent Modeling, Engineering, Multivariate Analysis +15