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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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04/10/2023
On the strong stability of ergodic iterations
We revisit processes generated by iterated random functions driven by a ...
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05/31/2022
On rate optimal private regression under local differential privacy
We consider the problem of estimating a regression function from anonymi...
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07/27/2021
L_1 density estimation from privatised data
We revisit the classical problem of nonparametric density estimation, bu...
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02/25/2021
On the consistency of the Kozachenko-Leonenko entropy estimate
We revisit the problem of the estimation of the differential entropy H(f...
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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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10/01/2020