Search Results for author: Yuchen Jiao

Found 2 papers, 0 papers with code

Compressed Subspace Learning Based on Canonical Angle Preserving Property

no code implementations14 Jul 2019 Yuchen Jiao, Gen Li, Yuantao Gu

In this paper, we prove that random projection with the so-called Johnson-Lindenstrauss (JL) property approximately preserves canonical angles between subspaces with overwhelming probability.

Clustering Dimensionality Reduction

Linear Convergence of An Iterative Phase Retrieval Algorithm with Data Reuse

no code implementations5 Dec 2017 Gen Li, Yuchen Jiao, Yuantao Gu

In this work, we study for the first time, without the independence assumption, the convergence behavior of the randomized Kaczmarz method for phase retrieval.

Retrieval

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