We present a method to fit exact Gaussian process models to large datase...
Algorithms involving Gaussian processes or determinantal point processes...
Regularized least-squares (kernel-ridge / Gaussian process) regression i...
Several recent works have developed a new, probabilistic interpretation ...
Bayesian optimization has become a successful tool for hyperparameter
op...
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