Abstract: The overhead of non-linear functions dominates the performance of the secure multiparty computation (MPC) based privacy-preserving machine learning (PPML). This work introduces a family of ...
Curvature-Based Piecewise Linear Approximation Method of GELU Activation Function in Neural Networks
Abstract: Artificial neural networks (ANNs) rely significantly on activation functions for optimal performance. Traditional activation functions such as ReLU and Sigmoid are commonly used. However, ...
LOVE Island star Shakira Khan has landed a huge TV gig as the first signing on Gary Lineker’s brand new show. ITV snapped up Gary when he quit the BBC to host new challenge show The Box - and the ...
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