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Relationship between kernels and metrics

Published on
#metric-spaces #machine-learning
167
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Manifolds and auto-encoder latent space

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#manifolds #riemannian-geometry #machine-learning
32
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Is this $f:R^2\to R$ with $x_1, x_2\mapsto \beta _{0} + \beta_{1}x_{1} + \beta_{2}x_{2}$ the right form of the definition of a function?

Published on
#functions #machine-learning
233
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Math behind various optimizers in deep learning

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#reference-request #optimization #book-recommendation #machine-learning #online-resources
37
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Understanding Reward Function $R:\mathbb{R}^6 \to \mathbb{R}$ by Visualizing

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#optimization #lie-groups #lie-algebras #machine-learning
74
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Maximum Likelihood derivation

Published on
#proof-explanation #machine-learning
113
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What does $\delta$ mean here?

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#calculus #derivatives #machine-learning #neural-networks
31
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Projecting a set of 2d real numbers to constrained grid

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#linear-algebra #optimization #machine-learning
88
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Formula for the derivatives in backpropagation for neural networks?

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#calculus #linear-algebra #computer-science #machine-learning #neural-networks
30
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In-depth explanation of the multinomial Bayes classifier

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#machine-learning #naive-bayes
72
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Possible analysis and prediction to a problem

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#statistics #nonlinear-optimization #machine-learning
49
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Mathematical logic in model based diagnosis

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#logic #machine-learning #satisfiability
61
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Mixture of Multinomials

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#statistics #probability-distributions #machine-learning #clustering
207
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Is "nonuniform learnability" only a necessity condition for "PAC learnability"?

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#machine-learning
57
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SVM derivation - the "arbitrary multiplier" seems to matter.

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#machine-learning #lagrange-multiplier

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