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Justin Xiao

1 paper hereh-index 296 citations4 works total

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  • middle author1

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  • cs.LG1

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cs.LG2025

The Price of Linear Time: Error Analysis of Structured Kernel Interpolation

Alexander Moreno, Justin Xiao, Jonathan Mei

Structured Kernel Interpolation (SKI) (Wilson et al. 2015) helps scale Gaussian Processes (GPs) by approximating the kernel matrix via interpolation at inducing points, achieving l…

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