Stacked CNN Receptive Field
A 1D CNN stacks 6 causal layers with kernel size 3, stride 1, and no dilation. What is the receptive field in tokens?
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中文题目A 1D CNN stacks 6 causal layers with kernel size 3, stride 1, and no dilation. What is the receptive field in tokens?
打开 →Suppose observations satisfy $$Y_i = \beta X_i + \varepsilon_i, \qquad \varepsilon_i\stackrel{iid}{\sim}N(0,\sigma^2),$$ with no intercept and known Gaussian errors. You are told that $$\sum X_iY_i = 48, \qquad \sum X_i^2 = 16.$$ Find the MLE of $\beta$.
打开 →Let $N \sim \operatorname{Poisson}(3)$ and, given $N = n$, let $S = X_1 + \cdots + X_n$ where $X_i \stackrel{\text{iid}}{\sim} \operatorname{Exp}(2)$ (rate 2). Using the law of total variance, find $\operatorname{Var}(S)$.
打开 →Let $N \sim \operatorname{Poisson}(4)$ and, given $N = n$, let $S = X_1 + \cdots + X_n$ where $X_i \stackrel{\text{iid}}{\sim} \operatorname{Uniform}(0,1)$. Use the tower property and the identity $E[S^2 \mid N] = \operatorname{Var}(S \mid N) + (E[S \mid N])^2$ to find $E[S^2]$.
打开 →A stack of four pancakes has diameters, from top to bottom, $3,1,4,2$ (all distinct). The only allowed move is to insert a spatula under any pancake and flip the entire block above it, reversing the order of that top prefix. You want the pancakes sorted with the largest on the bo
打开 →Five disks of distinct sizes are stacked on the first of three pegs, largest at the bottom and smallest on top. You move disks one at a time from the top of any peg to the top of another peg, and a disk may never be placed on top of a smaller disk. What is the minimum number of s
打开 →Why do desks usually discuss XVA as a stack of components when quoting and negotiating with clients, instead of presenting only one single all-in adjustment number?
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