Abstract: In this paper, we propose a novel construction for secure distributed matrix multiplication (SDMM) based on algebraic geometry (AG) codes, which we call the PoleGap SDMM scheme. The proposed ...

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Abstract: Mixed-precision quantization is a popular approach for compressing deep neural networks (DNNs). However, it is challenging to scale the performance efficiently with mixed-precision DNNs ...

According to the Blood in the Machine newsletter, a nonprofit program aimed at relieving the financial hardships of people negatively impacted by AI is issuing payments as of this week. The program is ...