ZKML Research Initiatives - HackMD

# ZKML Research Initiatives ## ZK-friendly ML paradigms ### Background For ZK Hack Lisbon, I te

ZKML Research Initiatives - HackMD --- tags: PSE --- # ZKML Research Initiatives ## ZK-friendly ML paradigms ### Background For ZK Hack Lisbon, I teamed up with a few ML and cryptography veterans to build [Zero Gravity](/nCoxJCMlTqOr41_r1W4S9g), where we proposed a novel approach to efficiently prove the correctness of machine learning model calculations using Weightless Neural Networks (WNNs), which are combinatorial and do not rely on floating point arithmetic. WNNs learn from input-output pairs using RAM cells as lookup tables, making them more amenable to Zero Knowledge Proofs. The project

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• Majid Salehi

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