102 citations · 133 across the 3 of their papers we have counts for
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stat.ML2018★ 102 cited
Kernel Flows: from learning kernels from data into the abyss
Houman Owhadi, Gene Ryan Yoo
Learning can be seen as approximating an unknown function by interpolating the training data. Kriging offers a solution to this problem based on the prior specification of a kernel…
math.ST2018
De-noising by thresholding operator adapted wavelets
Gene Ryan Yoo, Houman Owhadi
Donoho and Johnstone proposed a method from reconstructing an unknown smooth function from noisy data by translating the empirical wavelet coefficients of towards z…