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What mathematics should I study to understand Neural Nets / Machine Learning?

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#self-learning #machine-learning #learning
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Given an incomplete object-object matrix containing relative size differences of the objects, how do I find the missing entries?

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#linear-algebra #machine-learning
94
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Vector representation in PCA

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#vectors #machine-learning
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Lacking in the Intuition behind the Logistic Regression Cost and Update Functions

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#calculus #linear-algebra #statistics #machine-learning
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Prove that a multivariable function has a global minimum

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#calculus #multivariable-calculus #machine-learning #lipschitz-functions
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SVM maximum-margin distance

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#machine-learning
1.4k
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Scaling Cumulative Probability Distribution function values

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#probability #statistics #probability-distributions #machine-learning #distribution-tails
2.2k
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Why use two slack variables in the support vector regression formulation?

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#convex-optimization #machine-learning #pattern-recognition #quadratic-programming
259
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Application of wavelet analysis in computer science

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#computer-science #machine-learning #data-analysis #turing-machines #wavelets
951
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Book recommendation for wavelet analysis

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#reference-request #fourier-analysis #computer-science #machine-learning #wavelets
124
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Covering numbers of metric space

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#real-analysis #functional-analysis #machine-learning
98
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Practical exercise in SVM

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#convex-optimization #machine-learning
452
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Intuitive explanation of the term manifold

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#calculus #differential-geometry #machine-learning
956
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Thus the eigenvectors of a scatter matrix form a base?

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#linear-algebra #statistics #machine-learning
1.5k
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Manifold learning: How should this method be interpreted?

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#differential-geometry #manifolds #machine-learning

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