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Bayesian Logistic Regression, conditional probability integration

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#probability #machine-learning #bayesian #logistic-regression
89
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Covering lemma used to prove Stone's lemma

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#geometry #machine-learning #pattern-recognition
1.7k
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What functions, if any, can NOT be approximated by a Taylor series?

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#calculus #functions #taylor-expansion #machine-learning
67
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Inequality for classifiers

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#probability-theory #machine-learning #pattern-recognition
424
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Solving for policy gradient in reinforcement learning

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#multivariable-calculus #machine-learning #gradient-descent #gradient-flows
277
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Prove that $\int{\exp{\{-\lambda w^2}\}} = \sqrt{\frac{\lambda} {2\pi}}$

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#calculus #integration #statistics #machine-learning #gaussian-integral
57
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Why do the terms in this log likelihood expression represent gaussian distributions?

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#calculus #statistics #machine-learning #gaussian-integral
371
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Gradient/Steepest Descent: Solving for a Step Size That Makes the Directional Derivative Vanish?

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#real-analysis #vector-analysis #machine-learning #gradient-descent
75
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Understanding maths in adanet paper

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#machine-learning #neural-networks
215
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Stuck in derivation of PCA

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#linear-algebra #statistics #machine-learning #principal-component-analysis
265
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Why is the Error surface for a 2 input neural network with 2 weights a parabolic bowl

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#multivariable-calculus #machine-learning #neural-networks #artificial-intelligence
598
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Proof/Example of finding co-variance matrix of normalized data matrix

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#linear-algebra #machine-learning #covariance #projection-matrices
59
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What is the summation of squared deviation wrt $\ell_2$-norm from vector mean in terms of individual deferences?

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#sequences-and-series #machine-learning
89
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Is variance of mean equals mean of covariance?

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#statistics #machine-learning #data-mining
118
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How does one code the generative adversarial network loss function?

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#machine-learning

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