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07/31/2023
Lossless Transformations and Excess Risk Bounds in Statistical Inference
We study the excess minimum risk in statistical inference, defined as th...
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07/19/2023
Repeated Observations for Classification
We study the problem nonparametric classification with repeated observat...
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07/20/2021
The Smoking Gun: Statistical Theory Improves Neural Network Estimates
In this paper we analyze the L_2 error of neural network regression esti...
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10/31/2020
Strongly universally consistent nonparametric regression and classification with privatised data
In this paper we revisit the classical problem of nonparametric regressi...
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12/09/2019