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Asymptotic Errors for Teacher-Student Convex Generalized Linear Models (or : How to Prove Kabashima's Replica Formula).

, , и . CoRR, (2020)

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Cédric Bodet

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Asymptotic Errors for Teacher-Student Convex Generalized Linear Models (or : How to Prove Kabashima's Replica Formula)., , и . CoRR, (2020)Capturing the learning curves of generic features maps for realistic data sets with a teacher-student model., , , , , , и . CoRR, (2021)Learning curves of generic features maps for realistic datasets with a teacher-student model., , , , , , и . NeurIPS, стр. 18137-18151. (2021)Learning Gaussian Mixtures with Generalised Linear Models: Precise Asymptotics in High-dimensions., , , , , и . CoRR, (2021)Asymptotic Errors for Teacher-Student Convex Generalized Linear Models (Or: How to Prove Kabashima's Replica Formula)., , и . IEEE Trans. Inf. Theory, 69 (3): 1824-1852 (марта 2023)Learning curves for the multi-class teacher-student perceptron., , , , , и . Mach. Learn. Sci. Technol., 4 (1): 15019 (марта 2023)Applying statistical learning theory to deep learning., , , , , и . CoRR, (2023)Statistical learning in high dimensions: a rigorous statistical physics approach. (Apprentissage statistique en grandes dimensions: une approche rigoureuse par la physique statistique).. PSL University, Paris, France, (2022)Learning Gaussian Mixtures with Generalized Linear Models: Precise Asymptotics in High-dimensions., , , , , и . NeurIPS, стр. 10144-10157. (2021)Learning curves for the multi-class teacher-student perceptron., , , , , и . CoRR, (2022)