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How does this L1 regularization derivation follow? (Proof it makes sparse models)

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#linear-algebra #derivatives #normed-spaces #machine-learning #regularization
277
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Training, validation and test set. How to use the test set in R with LDA()

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#statistics #linear-programming #machine-learning #programming
178
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Condition for existence of unique solution for logistic regression

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#convex-optimization #machine-learning #logistic-regression
1.2k
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Computing expected value of loss function for linear regression with dropout

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#probability #optimization #machine-learning
75
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Sequential learning, reference request.

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#statistics #reference-request #machine-learning
121
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the Banach fixed-point theorem and minimizer of a convex function

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#real-analysis #convergence-divergence #optimization #machine-learning #fixed-point-theorems
32
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Any good parameter estimation method for time-variant probability distribution?

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#probability #statistics #machine-learning #maximum-likelihood #parameter-estimation
56
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Does two same dimensional, centered matrices $X, Y$ satisfying $X'X = Y'Y$ necessarily satisfy: $Y=RX$ for a rotation $R$?

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#linear-algebra #matrices #machine-learning #matrix-decomposition
209
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How de we exactly apply the LOTUS Theorem in GANs?

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#statistics #probability-distributions #machine-learning #change-of-variable
287
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Linear regression with and without error

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#statistics #machine-learning #linear-regression
390
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Is there an algorithm to determine linear non-separability?

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#real-analysis #linear-algebra #algorithms #machine-learning #computability
559
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The derivation of Maximum A Posteriori estimation doesn't make any sence to me

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#machine-learning #maximum-likelihood #pattern-recognition
68
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Upper bound for the variance of an output neuron of a neural network

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#statistics #machine-learning #variance #neural-networks
46
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In Linear Discriminant Analysis, how exactly do you compute the covariance matrix?

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#machine-learning #regression
475
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Knowledge Distillation math proof

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#machine-learning

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