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I'm looking for an introduction to mathematical symbols and jargon.

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#self-learning #machine-learning #math-history
130
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T-algebra and a matrix paradigm over the algebra

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#matlab #machine-learning #data-analysis #python #artificial-intelligence
195
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LASSO: Dual form problem.

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#optimization #convex-optimization #machine-learning #regression
101
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Proof that sigmoid function is not homogeneous.

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#calculus #linear-algebra #machine-learning
787
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Orthogonal projection onto affine subspaces formula

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#linear-algebra #vector-spaces #linear-transformations #machine-learning #regression
138
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Can't understand Mean Absolute Error (MAE) formulation

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#linear-algebra #statistics #machine-learning
2k
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Does gradient descent converge in convex optimization problems? If so, how?

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#convergence-divergence #optimization #convex-analysis #convex-optimization #machine-learning
2.8k
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Intuition behind the exponential loss function

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#statistics #intuition #machine-learning
532
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Derivative of quadratic form for matrices and vectors

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#multivariable-calculus #partial-derivative #matrix-calculus #machine-learning
137
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Resnet downsampling

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#machine-learning
37
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Implicit normalization factor in hard margin SVM derivation

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#linear-algebra #machine-learning
84
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Covariance of a Vector-Valued Random Variable

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#probability #statistics #machine-learning #covariance
382
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Is there a closed-form solution for the lasso term in optimization problem?

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#optimization #convex-optimization #normed-spaces #machine-learning
87
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Why does A(i,j) := <b(i),b(j)>? (Symetric, positive definite matrices)

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#linear-algebra #analytic-geometry #machine-learning
26
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Iterating the set of rank-ordered vectors by cosine similarity

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#linear-algebra #combinatorics #vector-spaces #machine-learning

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