conftrace_

deterministic equivalent

2 papers

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Co-occurring keywords · papers mentioning both

nonlinear feature map (1) conjugate kernel (1) random feature (1) random matrix theory (1) eigenvalue decay (1) signal-to-noise ratio (1) generalization error (1) ridge regression (1) learning theory (1)

Papers

Eigen-Spike Emergence and Quadratic Equivalents for Conjugate Kernels on Nonlinearly Separable Data COLT 2026 Dimension-free deterministic equivalents and scaling laws for random feature regression NeurIPS 2024