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The Mutual Information in Random Linear Estimation Beyond i.i.d. Matrices.

, , , and . ISIT, page 1390-1394. IEEE, (2018)

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The committee machine: Computational to statistical gaps in learning a two-layers neural network., , , , , and . NeurIPS, page 3227-3238. (2018)Construction of optimal spectral methods in phase retrieval., , , and . CoRR, (2020)Fitting an ellipsoid to random points: predictions using the replica method., and . CoRR, (2023)Exact threshold for approximate ellipsoid fitting of random points., and . CoRR, (2023)Landscape Complexity for the Empirical Risk of Generalized Linear Models., , and . MSML, volume 107 of Proceedings of Machine Learning Research, page 287-327. PMLR, (2020)On free energy barriers in Gaussian priors and failure of MCMC for high-dimensional unimodal distributions., , , and . CoRR, (2022)Phase Retrieval: From Computational Imaging to Machine Learning: A tutorial., , , , , and . IEEE Signal Process. Mag., 40 (1): 45-57 (2023)Landscape Complexity for the Empirical Risk of Generalized Linear Models., , and . CoRR, (2019)Construction of optimal spectral methods in phase retrieval., , , and . MSML, volume 145 of Proceedings of Machine Learning Research, page 693-720. PMLR, (2021)The spiked matrix model with generative priors., , , , and . NeurIPS, page 8364-8375. (2019)