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Proving concavity of a function in multiple variables

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#machine-learning
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Minimizing $||A - (M^2) (N^2)||_F^2$ vs NMF

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#optimization #machine-learning #matrix-decomposition
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Help with Training and Testing Classifier errors

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#machine-learning
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Category Theory & Artificial Intelligence (AI)

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#category-theory #machine-learning #big-list #neural-networks #artificial-intelligence
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VC Dimension for Non Linear Models

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#machine-learning
220
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Lagrange multipliers for half-open constraints

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#lagrange-multiplier #machine-learning
45
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How to interpret arrow pointing away from function declaration?

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#discrete-mathematics #computer-science #machine-learning
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Lipschitz parameter of tanh function

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#real-analysis #machine-learning #lipschitz-functions
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Do we maximize the Lagrangian function or minimize it for the SVM derivation? And why?

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#optimization #lagrange-multiplier #machine-learning
423
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Algebra & Artificial Intelligence (AI)

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#abstract-algebra #machine-learning #big-list #neural-networks #artificial-intelligence
576
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Random Forest Convergence

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#statistics #machine-learning
73
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How do you calculate gradient descent when you have a point which gives two different values?

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#machine-learning #gradient-descent
463
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Why do derivations for SVM not consider slack variables for inequality constraints?

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#optimization #convex-optimization #lagrange-multiplier #machine-learning
284
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Incremental solution for matrix inverse using Shermann-Morrison in $O(n^2)$

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#linear-algebra #matrices #numerical-linear-algebra #machine-learning
72
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A proof of the memorisation capacity of long-short-term-memory (LSTM) networks (recurrent neural networks)

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#recurrence-relations #machine-learning

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