most citedQuadratic Matrix Factorization with Applications to Manifold Learning

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stat.ML2023

Statistical Analysis of Karcher Means for Random Restricted PSD Matrices

Hengchao Chen, Xiang Li, Qiang Sun

Non-asymptotic statistical analysis is often missing for modern geometry-aware machine learning algorithms due to the possibly intricate non-linear manifold structure. This paper s…