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10/04/2022
Higher-order stochastic integration through cubic stratification
We propose two novel unbiased estimators of the integral ∫_[0,1]^sf(u) d...
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07/09/2020
Online Approximate Bayesian learning
We introduce in this work a new method for online approximate Bayesian l...
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06/30/2020
Exponential inequalities for sampling designs
In this work we introduce a general approach, based on the mar-tingale r...
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06/01/2020
Universal Robust Regression via Maximum Mean Discrepancy
Many datasets are collected automatically, and are thus easily contamina...
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05/09/2019
Approximate Bayesian computation with the Wasserstein distance
A growing number of generative statistical models do not permit the nume...
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09/28/2018