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conftrace_

rational approximation

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Co-occurring keywords · papers mentioning both

krylov subspace (2) gaussian process (2) gaussian matern process (1) gaussian markov process (1) spectral density approximation (1) linear computational cost (1) krylov subspace method (1) lanczos method (1) matrix square root (1) matérn covariance (1)

Papers

Linear cost and exponentially convergent approximation of Gaussian Matérn processes on intervals JMLR 2025 Nearly Optimal Approximation of Matrix Functions by the Lanczos Method NeurIPS 2024 Fast Matrix Square Roots with Applications to Gaussian Processes and Bayesian Optimization NeurIPS 2020