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Spectral Universality of Regularized Linear Regression with Nearly Deterministic Sensing Matrices.

, , and . CoRR, (2022)

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Universality of Linearized Message Passing for Phase Retrieval with Structured Sensing Matrices., and . CoRR, (2020)Statistical Query Lower Bounds for Tensor PCA., and . J. Mach. Learn. Res., (2021)Analysis of Spectral Methods for Phase Retrieval With Random Orthogonal Matrices., , , and . IEEE Trans. Inf. Theory, 66 (8): 5182-5203 (2020)Universality of Linearized Message Passing for Phase Retrieval With Structured Sensing Matrices., and . IEEE Trans. Inf. Theory, 68 (11): 7545-7574 (2022)Spectral Universality of Regularized Linear Regression with Nearly Deterministic Sensing Matrices., , and . CoRR, (2022)Learning Single-Index Models in Gaussian Space., and . COLT, volume 75 of Proceedings of Machine Learning Research, page 1887-1930. PMLR, (2018)Statistical-Computational Trade-offs in Tensor PCA and Related Problems via Communication Complexity., and . CoRR, (2022)Rigorous Analysis of Spectral Methods for Random Orthogonal Matrices., , , and . CoRR, (2019)Spectral Method for Phase Retrieval: an Expectation Propagation Perspective., , , , and . CoRR, (2019)Attribute-efficient learning of monomials over highly-correlated variables., , , and . ALT, volume 98 of Proceedings of Machine Learning Research, page 127-161. PMLR, (2019)