Non-Parametric Learning. Prof. A.L. Yuille Stat 231. Fall 2004. Chp 4.1 – 4.3. Parametric versus Non-Parametric. Previous lectures on MLE learning assumed a functional form for the probability distribution. We now consider an alternative non-parametric method based on window function.
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Prof. A.L. Yuille
Stat 231. Fall 2004.
Chp 4.1 – 4.3.
so that at each point x
(ii) many samples at each point
and 0 otherwise.
is a random variable which depends on the samples used to estimate it.