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Getting the coefficients from Partial Least Squares

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#linear-algebra #statistics #machine-learning #linear-regression
42
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Understanding vector calculation in support vectors

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#linear-algebra #normed-spaces #machine-learning
192
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Derivation of M step in EM model with GMM

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#calculus #derivatives #optimization #machine-learning
92
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Empirical Risk minimization, symmetrization lemma

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#statistics #uniform-convergence #machine-learning #probability-limit-theorems #empirical-processes
19
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Finding variable values to make equations behave like boolean gate

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#inequality #boolean-algebra #machine-learning
58
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From Goodfellow book: why can one rescale argmax of conditional probability into an expectation?

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#conditional-probability #machine-learning
71
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Uniqueness of solution to least squares gradient descent using normal equations

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#machine-learning #gradient-descent
1k
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Conditions to apply Gradient Descent?

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#optimization #convex-optimization #machine-learning #gradient-descent #neural-networks
22
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Why is prior probability high for low degree polynomial

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#probability #machine-learning #bayes-theorem
242
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Multiclass logistic regression gradient descent update rule for weights using softmax/categorical cross entropy?

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#multivariable-calculus #machine-learning #logistic-regression
177
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On the notation for indicator random variables

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#notation #random-variables #machine-learning
110
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space usage in X and/or Y direction related to channel routing problem

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#optimization #intuition #machine-learning #operations-research
32
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trouble converting vector notation into matrix notation

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#machine-learning #optimization #matrices
91
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Semisupervised vs supervised learning

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#machine-learning #regression-analysis
182
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Is there a good notation for stacking matrices into a tensor?

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#linear-algebra #matrices #notation #tensors #machine-learning

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