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how to construct a gaussian process kernel in 2D
Say a gaussian process regression take with predictor X in 2D, i.e. X = [x1, x2] I am wondering how to construct a kernel fun...
fast 2 Jahre vor | 1 Antwort | 0
1
AntwortFrage
real or categorical predictors, which one is faster?
In regressions, is there a guidline to treat predictors as real values or categorical? In a fitting problem with input as X, y ...
etwa 2 Jahre vor | 1 Antwort | 0
1
AntwortFrage
How does parallel computing toolbox works in nested loop?
Say pseudo code as following: parfor ii = 1:2 firtgp(X_, y, 'UseParallel', true); end Now assume 8 workers available, ho...
mehr als 2 Jahre vor | 1 Antwort | 0
1
AntwortFrage
is Exponential Sine Squared kernel available in MATLAB
Exponential Sine Squared kernel is one of the most common used kernel in Gaussian processes. I am aware of MATLAB provides Squre...
mehr als 2 Jahre vor | 1 Antwort | 0
1
AntwortFrage
Is it possible to self define training and validation sets in fitrgp?
fitrgp supports cross validation during hyper-parameters optimizations. Is it possible to self define the training sets as well ...
mehr als 2 Jahre vor | 1 Antwort | 0
1
AntwortFrage
Is it possible to construct gaussian processes custom kernels with built in functions?
I understand the way to construct custom kernels for gaussian processes, e.g. kfcn = @(XN,XM,theta) exp(theta(1))^2*exp(-pdist...
mehr als 2 Jahre vor | 1 Antwort | 0
1
AntwortFrage
time series cross validation in svm
HI, I am trying to write a kernel based regression model (svm or gaussian process) to predict time series data. I note that fi...
etwa 6 Jahre vor | 1 Antwort | 0
1
AntwortFrage
Slow bayesopt initialization in parallel computing
Hi, I am using a gaussian process regression model to fit my data through fitrgp function. I self defined a sort of complex ker...
fast 7 Jahre vor | 2 Antworten | 0
2
AntwortenFrage
setup fmincon with nonlinear constraint condition
I am doing an optimisation job using fmincon with nonlinear constraint condition. I have tried several different input dataset, ...
fast 11 Jahre vor | 1 Antwort | 0
