Comments (3)
talkingwallace
commented on May 20, 2024
hi 噪声在训练&预测的时候都会抵消的，不会影响到预测结果，这个目前没有相关控制参数
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ATowerz
commented on May 20, 2024
hi 噪声在训练&预测的时候都会抵消的，不会影响到预测结果，这个目前没有相关控制参数
您好，我还是有点疑惑，在https://github.com/FederatedAI/FATE/blob/master/doc/federatedml_component/hetero_nn.md
，interactive layer在激活前的输出值为z = z_A + epsilon_acc * alpha_A + z_B(if exists)，这部分epsilon_acc* alpha_A是没有影响的吗？然后梯度下降时A方生成的随机值范围是在[-1024,1024]区间，累加后是epsilon_acc，epsilon_acc的噪声太大不会导致预测失真吗，这里我是哪里理解错误了呢
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talkingwallace
commented on May 20, 2024
Hi! https://arxiv.org/pdf/2007.06849.pdf 可以参考这篇文章的，噪声在整个训练过程中是会抵消的
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