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Linear regression of basis functions for multivariate inputs

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#regression #machine-learning #linear-regression
109
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Higher order lp regularization and lp least squares like regression with p>2

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#optimization #convex-optimization #regression #machine-learning #least-squares
424
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Prove an inequality concerning Kullback-Leibler Divergence

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#probability-theory #machine-learning #information-theory
32
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Intuition behind convergence of MCMC inference methods

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#statistical-inference #machine-learning #sampling #monte-carlo
48
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Find likelihood for a given posterior

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#probability #statistics #normal-distribution #machine-learning #bayesian
323
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reverse mapping of SVM kernel into original feature space

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#machine-learning #artificial-intelligence
91
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Question about the proof that $\{h_a: h_a(x) = 1 \text{ if } x < a, a \in \Bbb R \}$ is learnable.

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#probability #proof-explanation #machine-learning
334
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How to take derivative of log loss function in gradient descent?

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#derivatives #machine-learning #numerical-optimization #gradient-descent #python
253
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Given an input image of 128x128, and output 29x29. What is the size of the area of the input that is middle pix in output

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#convolution #machine-learning #neural-networks
62
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Why can the test error be written in terms of the training error in this way?

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#proof-explanation #machine-learning
41
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What is the domain of this sum-of-errors random variable?

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#probability-theory #definition #machine-learning
354
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How is the union bound applied in this proof?

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#probability-theory #machine-learning
15
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Identifying changes in new data using previously trained regression model

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#optimization #regression #machine-learning
370
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how log likelihood's derivative is equal to zero in maximum log likelihood.

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#probability #machine-learning #maximum-likelihood #logistic-regression #log-likelihood
178
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Multivariate Conditional Entropy as a test of correlation between random variables

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#category-theory #random-variables #machine-learning #information-theory #conditional-probability

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