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The Pointer

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9 Can machine learning algorithms be used to differentiate between small differences in details between images? Jan 14 '19
4 How should we interpret this figure that relates the perceptron criterion and the hinge loss? Nov 21 '20
4 $\frac{P(x_1 \mid y, s = 1) \dots P(x_n \mid y, s = 1) P(y \mid s = 1)}{P(x \mid s = 1)}$ indicates that naive Bayes learners are global learners? Dec 13 '20
4 Many of the best probabilistic models represent probability distributions only implicitly Feb 25 '20
3 What is meant by “the number of examples is reduced”, and why is this the case? Dec 19 '20
3 Is this referring to the true underlying distribution, or the distribution of our sample? Nov 25 '20
2 Why doesn't the set $\{ -2, +2 \}$ in $E(X) = (y − \text{sign}\{\overline{W} \cdot \overline{X} \}) \in \{ −2, +2 \}$ include $0$? Nov 21 '20
2 In the machine learning literature, what does it mean to say that something is “embedded” in some space? Dec 30 '20
2 How does the support vector machine constraint imply that sample selection bias will not systematically affect the output of the optimisation? Dec 25 '20
2 Can we apply transfer learning between any two different CNN architectures? Sep 20 '20
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