Accelerating ReLU for MPC-Based Private Inference with a Communication-Efficient Sign Estimation

Kiwan Maeng, G. Edward Suh. Accelerating ReLU for MPC-Based Private Inference with a Communication-Efficient Sign Estimation. In Phillip B. Gibbons, Gennady Pekhimenko, Christopher De Sa, editors, Proceedings of the Seventh Annual Conference on Machine Learning and Systems, MLSys 2024, Santa Clara, CA, USA, May 13-16, 2024. mlsys.org, 2024. [doi]

Abstract

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