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Alexey Zaytsev
  • Member for 10 years
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18 votes
Accepted

Should we standardize the data while doing Gaussian process regression?

17 votes
Accepted

Gaussian process : function approximation properties

13 votes
Accepted

Countable intersection of almost sure events is also almost sure

11 votes
Accepted

Sampling from Gaussian Process Posterior

8 votes
Accepted

Gaussian processes benefits

7 votes

Main advantages of Gaussian process models

6 votes

Fourier transform in Machine Learning

6 votes
Accepted

Symmetric Kullback-Leibler divergence OR Mutual Information as a metric of distance between two distributions?

5 votes

Gaussian Process regression for high dimensional data sets

5 votes

Calculation of posterior distribution of a Gaussian process

5 votes
Accepted

Adaboost: model depth lager than number of predictors

4 votes
Accepted

Expected value of absolute difference of random variables

4 votes

How to go about selecting an algorithm for approximate Bayesian inference

4 votes
Accepted

Reference for Bayesian asymptotics

3 votes

Prediction intervals for machine learning algorithms

3 votes
Accepted

Why does a sample from multivariate Gaussian distribution look continuous?

3 votes

How defensible is it to choose $\lambda$ in a LASSO model so that it yields the number of nonzero predictors one desires?

2 votes

How to go about selecting an algorithm for approximate Bayesian inference

2 votes

About the "a prior over the parameters" why always Gaussian distribution?

2 votes

Lognormal posterior?

2 votes
Accepted

Negative weights in maximum likelihood method?

2 votes
Accepted

Meaning of `max_depth` in GradientBoostingClassifier in scikit-learn

2 votes
Accepted

Which metric should I use to rank these distributions?

2 votes
Accepted

Is this a valid kernel?

2 votes
Accepted

Evaluate high-dimensional Gaussian with variance matrix $\sigma^{2}I_{n_{t}\times n_{t}}+\boldsymbol{\Sigma}_{t}\boldsymbol{\Sigma}_{t}^{'}$

2 votes

Who are some famous USSR/Russian Statistics/probability academic researchers?

2 votes

MLE on a restricted paraameter space and its behavior

2 votes

Doubts on the derivation of Gaussian Process Regression equations in a paper

2 votes
Accepted

acquisition function for bayesian optimisation using random forests as surrogate model

1 vote
Accepted

What is the benefit of a gaussian procces?