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Search results with tag "A mathematical introduction to data science"
A Mathematical Introduction to Data Science ... - pku.edu.cn
www.math.pku.edu.cnChapter 4. Generalized PCA/MDS via SDP Relaxations45 1. Introduction of SDP with a Comparison to LP45 2. Robust PCA47 3. Probabilistic Exact Recovery Conditions for RPCA50 4. Sparse PCA51 5. MDS with Uncertainty53 6. Exact Reconstruction and Universal Rigidity56 7. Maximal Variance Unfolding58 Chapter 5. Nonlinear Dimensionality Reduction59 1 ...