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08/25/2023
Falcon: Accelerating Homomorphically Encrypted Convolutions for Efficient Private Mobile Network Inference
Efficient networks, e.g., MobileNetV2, EfficientNet, etc, achieves state...
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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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03/15/2023
A Two-level GPU-Accelerated Incomplete LU Preconditioner for General Sparse Linear Systems
This paper presents a parallel preconditioning approach based on incompl...
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05/04/2022
