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eigenvalue spectrum

8 papers

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Co-occurring keywords · papers mentioning both

hessian eigenvalue (3) fisher information matrix (3) neural network (2) neural network training (2) sloppy spectra (1) gaussian variable (1) compression tradeoff (1) spectral gap (1) spiked covariance (1) representation theory (1)

Papers

Manifolds, Random Matrices and Spectral Gaps: The geometric phases of generative diffusion ICLR 2025 Nonlinear spiked covariance matrices and signal propagation in deep neural networks COLT 2024 Does the Data Induce Capacity Control in Deep Learning? ICML 2022 Does the Geometry of the Data Control the Geometry of Neural Predictions? (Student Abstract) AAAI 2022 Analytic Characterization of the Hessian in Shallow ReLU Models: A Tale of Symmetry NeurIPS 2020 An Investigation into Neural Net Optimization via Hessian Eigenvalue Density ICML 2019 The Spectrum of the Fisher Information Matrix of a Single-Hidden-Layer Neural Network NeurIPS 2018 Information Bottleneck for Gaussian Variables JMLR 2005