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06/01/2023
NLTGCR: A class of Nonlinear Acceleration Procedures based on Conjugate Residuals
This paper develops a new class of nonlinear acceleration algorithms bas...
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04/11/2023
An Adaptive Factorized Nyström Preconditioner for Regularized Kernel Matrices
The spectrum of a kernel matrix significantly depends on the parameter v...
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02/08/2023
MedDiff: Generating Electronic Health Records using Accelerated Denoising Diffusion Model
Due to patient privacy protection concerns, machine learning research in...
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02/06/2023
MuG: A Multimodal Classification Benchmark on Game Data with Tabular, Textual, and Visual Fields
Multimodal learning has attracted the interest of the machine learning c...
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10/22/2022
An Efficient Nonlinear Acceleration method that Exploits Symmetry of the Hessian
Nonlinear acceleration methods are powerful techniques to speed up fixed...
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10/06/2021