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05/25/2021
Optimal Sampling Density for Nonparametric Regression
We propose a novel active learning strategy for regression, which is mod...
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02/27/2019
Local Bandwidth Estimation via Mixture of Gaussian Processes
Real world data often exhibit inhomogeneity - complexity of the target f...
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09/11/2016
Sharing Hash Codes for Multiple Purposes
Locality sensitive hashing (LSH) is a powerful tool for sublinear-time a...
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09/25/2015