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Perturbation theory for least squares for very different A, b

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#linear-algebra #regression #machine-learning #linear-regression
2.1k
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Minimize the number of points in a piecewise linear approximation

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#optimization #algorithms #approximation #regression #machine-learning
400
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Orthogonal and positive basis function with support $[0,1]$

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#linear-algebra #numerical-linear-algebra #mathematical-modeling #machine-learning
519
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Prove $|\max_{v}{f(v)} - \max_{v}{g(v)}| \leq \max_{v}{|f(v) - g(v)|}$

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#inequality #machine-learning #maxima-minima
30
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How to calculate $\langle x^{(i)},x\rangle$?

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#vectors #machine-learning
322
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Derivative of an $l_2$ norm with respect to a matrix

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#linear-algebra #matrices #matrix-calculus #machine-learning
633
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Does this kind of graph formed from a linear collection of bipartite subgraphs have a name?

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#graph-theory #machine-learning #bipartite-graphs #neural-networks
1.5k
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Variance Estimate in linear regression

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#statistics #machine-learning #linear-regression
156
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liner regression not using mean square error to estimate parameter

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#algorithms #regression #machine-learning #correlation #linear-regression
22
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Finding if there is big divergence in current values of two variables X& Y wrt their historical values

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#statistics #machine-learning #correlation #divergence-operator
786
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Topology and machine learning: Is the softmax a homeomorphism?

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#real-analysis #general-topology #functions #optimization #machine-learning
669
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error rate for nearest neighbor classifier

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#probability #machine-learning #bayes-theorem
266
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Complex analysis,Functional analysis for deeper understanding Machine Learning.

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#complex-analysis #functional-analysis #machine-learning #advice
2.1k
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What are the steps to convert weighted sum of squares to matrix form?

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#linear-algebra #matrix-equations #regression #machine-learning
1.2k
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How to Calculate Mean Cross Entropy for Accuracy

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#machine-learning #mean-square-error #machine-precision

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