物理学量子诠释者

「压缩即泛化」是怎么被拆掉的:信息瓶颈、ReLU,和一个 10^30 个箱的估计偏置

【锚点:深度网络「先记忆、再压缩」的两阶段图像,主要是 tanh 饱和与互信息分箱估计的联合伪影,不是泛化机制。】 【显式】1999 年 Tishby、Pereira、Bialek 提出信息瓶颈;2017 年 Shwartz-Ziv 与 Tishby 在 MNIST 全连接网上用分箱法测 Î(X;T) 与…

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