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What are some functions $\mathbb{R}^+ \to \mathbb{R}$ other than $\log$?

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#real-analysis #general-topology #analysis #statistics #machine-learning
68
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F1-score giving good value on imbalanced dataset.

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#machine-learning #data-analysis
123
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Dimension reduction using space filling curve to avoid "Curse of dimensionality"?

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#real-analysis #general-topology #manifolds #machine-learning #data-structure
162
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Minimization of sphere in 3D with two linear constraints

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#linear-algebra #optimization #machine-learning
42
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Where should I seek for help if I can't understand the math steps in machine learning?

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#machine-learning #computational-mathematics
72
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Questions about normal equations (Deep Learning Book equation 5.12)

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#machine-learning #linear-regression
106
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Backward propagation math: where does -1 come from?

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#vector-analysis #matrix-calculus #machine-learning #neural-networks
32
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Correct Mean Squared Error Function for Neural Network Output

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#calculus #vectors #machine-learning #error-propagation #mean-square-error
323
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Linear Regression: Correlation between predictors and residuals

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#probability #statistics #machine-learning #linear-regression #data-analysis
384
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Multidimensional generalisation of sigmoid function?

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#machine-learning #lipschitz-functions #optimal-transport
79
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Theoretical Machine Learning: How to get the Lipschitz constant and strong convexity constant from strict convex problems to calculate hyperparameters

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#convex-analysis #machine-learning
30
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Backpropagation through time - Gradient Calculation

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#vector-analysis #machine-learning #gradient-descent #neural-networks
41
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Theoretical Machine Learning: How to calculate the expected risk of a model with unknown distribution $\hat{h}$?

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#statistics #inner-products #machine-learning
72
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Derivative of a norm of the vector valued function: $ \nabla_{\beta} \| f(X \beta)\|_{2}^{2}$

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#vector-analysis #matrix-calculus #machine-learning
66
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dependent data in Reinforcement learning

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#machine-learning #markov-process

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