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random matrix

33 papers

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Co-occurring keywords · papers mentioning both

random matrix theory (7) spectral analysis (5) low-rank approximation (4) dimensionality reduction (4) kernel methods (3) neural network (3) least square (3) phase transition (3) tensor decomposition (3) community detection (3)

Papers

The Dynamics of Learning: A Random Matrix Approach ICML 2018 The Unreasonable Effectiveness of Structured Random Orthogonal Embeddings NeurIPS 2017 A Random Matrix Approach to Echo-State Neural Networks ICML 2016 Spectral thresholds in the bipartite stochastic block model COLT 2016 Improved Sum-of-Squares Lower Bounds for Hidden Clique and Hidden Submatrix Problems COLT 2015 Subspace Embeddings and \ell_p-Regression Using Exponential Random Variables COLT 2013 Reconstruction from Anisotropic Random Measurements COLT 2012 On the Size and Recovery of Submatrices of Ones in a Random Binary Matrix JMLR 2008