most citedScalable Gaussian Processes with Billions of Inducing Inputs via Tensor Train Decomposition

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math.OC2019

A Randomized Coordinate Descent Method with Volume Sampling

Anton Rodomanov, Dmitry Kropotov

We analyze the coordinate descent method with a new coordinate selection strategy, called volume sampling. This strategy prescribes selecting subsets of variables of certain size p…