Exponential inequalities for dependent V-statistics via random Fourier features
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DOI: 10.1214/20-ejp411
Abstract: We establish exponential inequalities for a class of V-statistics under strong mixing conditions. Our theory is developed via a novel kernel expansion based on random Fourier features and the use of a probabilistic method. This… read more here.
Keywords: exponential inequalities; random fourier; inequalities dependent; dependent statistics ... See more keywords