conftrace_

principal subspace

5 papers

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Co-occurring keywords

dimensionality reduction (720) neural network (6616) convex relaxation (112) sparse principal component analysis (47) principal component analysis (316) minimax-optimal estimation (1) alternating direction method of multiplier (145) polynomial time algorithm (55) principal subspace estimation (3) multi-manifold clustering (2)

Papers

A Novel Stochastic Gradient Descent Algorithm for Learning Principal Subspaces AISTATS 2023
Spectral Clustering Based on Local PCA JMLR 2017
A Normative Theory of Adaptive Dimensionality Reduction in Neural Networks NIPS 2015
Tighten after Relax: Minimax-Optimal Sparse PCA in Polynomial Time NIPS 2014
Fantope Projection and Selection: A near-optimal convex relaxation of sparse PCA NIPS 2013