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Batch mode learning with the Beta Binomial model

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#probability #probability-distributions #machine-learning #bayesian
33
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how correlation will help me to find features of my model in machine learning?

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#machine-learning
284
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Mathematical functions for dimension reduction in big data

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#machine-learning #dimension-theory-analysis
142
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how to solve the inequality $\lvert w \sigma^{'}{(wa+b)}\rvert \gt 1$?

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#contest-math #matlab #machine-learning
405
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Transform n-dimensional standard normal data to a uniform distribution on the unit n-sphere

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#multivariable-calculus #normal-distribution #machine-learning #uniform-distribution #stereographic-projections
2.7k
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square loss function in classification

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#optimization #machine-learning
334
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Gradient vs Gradient Ascent?

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#vector-analysis #regression #machine-learning #gradient-descent
73
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Calculating Maximum a posteriori (MAP) for classifier

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#derivatives #optimization #logarithms #machine-learning
214
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Gradient and stochastic gradient descent for loss function and regularizer

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#optimization #machine-learning #error-function #gradient-descent
203
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minimalization of cos-distance

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#linear-algebra #matrices #optimization #vectors #machine-learning
56
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Estimate a function $f(x)$ over discrete space

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#probability #machine-learning #estimation #sampling #monte-carlo
126
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How to construct target objective function for gradient descent?

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#optimization #machine-learning #error-function #gradient-descent
93
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Evaluate Improper Integral: $f(b) = \int_{-\infty}^{\infty}{\exp{-b \left(\frac{1}{x^2} + \frac{1}{|x|}\right)}^{-1}}$

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#integration #probability-distributions #improper-integrals #machine-learning
142
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Choosing the right correlation test for the given variables

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#statistics #machine-learning #correlation
175
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Can a regular neural network be used as a probablistic model rather than classifier?

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#machine-learning #neural-networks

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