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Gradient descent to find closest solution to non-intersecting system of equations

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#vector-analysis #approximation #machine-learning #gradient-descent
93
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Stuck in understanding PCA objective function

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#linear-algebra #matrices #machine-learning #covariance #principal-component-analysis
224
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Doubt in proof of naive (epsilon,delta) PAC algorithm for multi armed bandits

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#probability-theory #proof-explanation #machine-learning
246
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Is There a Connection Between Minimum $ {L}_{1} $ Norm Solution and LASSO?

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#statistics #optimization #convex-optimization #machine-learning #sparsity
134
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Gradient descent scaling

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#optimization #intuition #machine-learning #numerical-optimization #gradient-descent
1.6k
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Derivative of Softmax loss function (with temperature T)

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#derivatives #machine-learning
82
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What is the mathematical notation for a 2D convolution over a 3D input?

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#notation #machine-learning #convolution
46
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How to take the derivative of a matrix column with respect to the matrix itself

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#calculus #matrix-calculus #machine-learning #gradient-descent #neural-networks
112
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Renormalization of a graph adjacency matrix

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#matrices #graph-theory #machine-learning #spectral-graph-theory #adjacency-matrix
204
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calculate the gradient of inverse matrix during gradient descent

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#linear-algebra #machine-learning #gradient-descent #log-likelihood
33
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How to Explain the Basis Functions in Regression Splines

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#statistics #numerical-methods #machine-learning #regression
61
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Difficulty in understanding Towards principles methods for training GANs.

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#manifolds #machine-learning #low-dimensional-topology
65
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How to approach this inference problem where we want to combine predictions?

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#probability #optimization #statistical-inference #machine-learning
36
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How are random forests used to estimate missing data? Literature on the area?

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#matrices #statistics #machine-learning #parameter-estimation #data-analysis
896
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Is the l2-norm squared generated from an inner product?

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#representation-theory #hilbert-spaces #normed-spaces #machine-learning #reproducing-kernel-hilbert-spaces

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