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Random matrix spectra

concept free probability and random matrices

Asymptotic eigenvalue distributions of structured random matrices.

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IMI: ランダム行列と深層神経回路2023-07-12· explainer
深層学習の数理にて：自由確率論とランダムDNN, AISTATS2021採択論文解説2023-01-02· explainer

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Asymptotic freeness · uses
Random matrix parameter estimation · uses
Self-attention spectra · uses
Orthogonal initialization · uses
DNN architectures as random-matrix systems · uses