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Why does equation (10) hold in the paper? #27

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superzhangmch opened this issue Oct 22, 2024 · 0 comments
Open

Why does equation (10) hold in the paper? #27

superzhangmch opened this issue Oct 22, 2024 · 0 comments

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@superzhangmch
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superzhangmch commented Oct 22, 2024

Why does the second equality $\mathbb{E}[\nabla h(X_t)^T X_t’] = \mathbb{E}[\nabla h(X_t)^T v^X(X_t, t)]$ hold in equation (10)?
It’s not obvious to me why $v^X(X_t, t) = \mathbb{E}[X_t’ \mid X_t]$ leads to that equality, as pointed out in the paper.

为什么10式第2等号 $\mathbb{E}[\nabla h(X_t)^T X_t’] = \mathbb{E}[\nabla h(X_t)^T v^X(X_t, t)]$ 成立?
按原文,是因为 $v^X(X_t, t) = \mathbb{E}[X_t’ \mid X_t] $,为啥就导致成立?

xx
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