ICLR "random matrix theory" Papers

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Bayesian Treatment of the Spectrum of the Empirical Kernel in (Sub)Linear-Width Neural Networks

Ouns El Harzli, Bernardo Grau

ICLR 2025poster

Manifolds, Random Matrices and Spectral Gaps: The geometric phases of generative diffusion

Enrico Ventura, Beatrice Achilli, Gianluigi Silvestri et al.

ICLR 2025posterarXiv:2410.05898
21
citations

Newton Meets Marchenko-Pastur: Massively Parallel Second-Order Optimization with Hessian Sketching and Debiasing

Elad Romanov, Fangzhao Zhang, Mert Pilanci

ICLR 2025posterarXiv:2410.01374
2
citations