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Planting trees in graphs, and finding them back.

, , and . COLT, volume 99 of Proceedings of Machine Learning Research, page 2341-2371. PMLR, (2019)

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Are Gaussian data all you need? Extents and limits of universality in high-dimensional generalized linear estimation., , , and . CoRR, (2023)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)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)Planting trees in graphs, and finding them back., , and . COLT, volume 99 of Proceedings of Machine Learning Research, page 2341-2371. PMLR, (2019)Repetita Iuvant: Data Repetition Allows SGD to Learn High-Dimensional Multi-Index Functions., , , , and . CoRR, (2024)Online Learning and Information Exponents: The Importance of Batch size & Time/Complexity Tradeoffs., , , , , and . ICML, OpenReview.net, (2024)Phase diagram of Stochastic Gradient Descent in high-dimensional two-layer neural networks., , , , and . NeurIPS, (2022)Learning Two-Layer Neural Networks, One (Giant) Step at a Time., , , , and . CoRR, (2023)