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Are Gaussian data all you need? Extents and limits of universality in high-dimensional generalized linear estimation.

, , , and . CoRR, (2023)

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Robustness of spectral methods for community detection., and . CoRR, (2018)Robustness of Spectral Methods for Community Detection., and . COLT, volume 99 of Proceedings of Machine Learning Research, page 2831-2860. PMLR, (2019)Are Gaussian data all you need? Extents and limits of universality in high-dimensional generalized linear estimation., , , and . CoRR, (2023)Gaussian Universality of Linear Classifiers with Random Labels in High-Dimension., , , , and . CoRR, (2022)Sparse random hypergraphs: Non-backtracking spectra and community detection., and . FOCS, page 567-575. IEEE, (2022)From high-dimensional & mean-field dynamics to dimensionless ODEs: A unifying approach to SGD in two-layers networks., , , and . COLT, volume 195 of Proceedings of Machine Learning Research, page 1199-1227. PMLR, (2023)A simpler spectral approach for clustering in directed networks., and . CoRR, (2021)Learning Two-Layer Neural Networks, One (Giant) Step at a Time., , , , and . CoRR, (2023)Phase diagram of Stochastic Gradient Descent in high-dimensional two-layer neural networks., , , , and . NeurIPS, (2022)Planting trees in graphs, and finding them back., , and . COLT, volume 99 of Proceedings of Machine Learning Research, page 2341-2371. PMLR, (2019)