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05/21/2023
Central Limit Theorem for Gram-Schmidt Random Walk Design
We prove a central limit theorem for the Horvitz-Thompson estimator base...
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03/30/2022
Spatially Adaptive Online Prediction of Piecewise Regular Functions
We consider the problem of estimating piecewise regular functions in an ...
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11/26/2019
Adaptive Estimation of Multivariate Piecewise Polynomials and Bounded Variation Functions by Optimal Decision Trees
Proposed by Donoho (1997), Dyadic CART is a nonparametric regression met...
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02/04/2019