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06/28/2023
Moment inequalities for sums of weakly dependent random fields
We derive both Azuma-Hoeffding and Burkholder-type inequalities for part...
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02/06/2021
Online nonparametric regression with Sobolev kernels
In this work we investigate the variation of the online kernelized ridge...
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06/29/2019
Efficient Regularized Piecewise-Linear Regression Trees
We present a detailed analysis of the class of regression decision tree ...
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06/25/2019
Restless dependent bandits with fading memory
We study the stochastic multi-armed bandit problem in the case when the ...
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12/05/2017