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[R] Coordinated threshold noise: exact decoding with vanishing total correlation below a √N alphabet boundary

I’m sharing ÆLYRA-Σ , a theoretical research note about coordinating stochastic threshold detectors while preserving every detector’s complete noise distribution. The connection to ML is through stochastic quantization and pooled noisy representations. The setup is simple: N detectors receive the s…

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  1. 2026-10-27 21:56 · r/learnmachinelearning
    [R] Coordinated threshold noise: exact decoding with vanishing total correlation below a √N alphabet boundary

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